{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Test the parameter set of the Enertech cells\n",
    "In this notebook, we show how to use pybamm to reproduce the experimental results for the Enertech cells (LCO-G). To see all of the models and submodels available in PyBaMM, please take a look at the documentation [here](https://docs.pybamm.org/en/latest/source/api/models/index.html)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n"
     ]
    }
   ],
   "source": [
    "%pip install \"pybamm[plot,cite]\" -q    # install PyBaMM if it is not installed\n",
    "import os\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import pybamm\n",
    "\n",
    "os.chdir(pybamm.__path__[0] + \"/..\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's load the DFN and include particle swelling"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "model = pybamm.lithium_ion.DFN(\n",
    "    options={\n",
    "        \"particle\": \"Fickian diffusion\",\n",
    "        \"cell geometry\": \"arbitrary\",\n",
    "        \"thermal\": \"lumped\",\n",
    "        \"particle mechanics\": \"swelling only\",\n",
    "    }\n",
    ")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can get the parameter set `Ai2020` for the model, which includes the mechanical properties required by the mechanical model."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.5 C\n",
      "1 C\n",
      "2 C\n"
     ]
    }
   ],
   "source": [
    "# update parameters, making C-rate and input\n",
    "param = pybamm.ParameterValues(\"Ai2020\")\n",
    "capacity = param[\"Nominal cell capacity [A.h]\"]\n",
    "param.update({\"Current function [A]\": capacity * pybamm.InputParameter(\"C-rate\")})\n",
    "\n",
    "# update the mesh\n",
    "var = pybamm.standard_spatial_vars\n",
    "var_pts = {\n",
    "    var.x_n: 50,\n",
    "    var.x_s: 50,\n",
    "    var.x_p: 50,\n",
    "    var.r_n: 21,\n",
    "    var.r_p: 21,\n",
    "}\n",
    "\n",
    "# define the simulation\n",
    "sim = pybamm.Simulation(\n",
    "    model,\n",
    "    var_pts=var_pts,\n",
    "    parameter_values=param,\n",
    ")\n",
    "\n",
    "# solve for different C-rates\n",
    "Crates = [0.5, 1, 2]\n",
    "solutions = []\n",
    "for Crate in Crates:\n",
    "    print(f\"{Crate} C\")\n",
    "    sol = sim.solve(t_eval=[0, 3600 / Crate * 1.05], inputs={\"C-rate\": Crate})\n",
    "    solutions.append(sol)\n",
    "\n",
    "# unpack solutions\n",
    "solution05C, solution1C, solution2C = solutions"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Load experimental results of the Enertech cells (see [[1]](#References))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading file '0.1C_discharge_displacement.txt' from 'https://github.com/pybamm-team/pybamm-data/releases/download/v1.0.0/0.1C_discharge_displacement.txt' to '/home/santa/.cache/pybamm/v1.0.0'.\n",
      "Downloading file '0.5C_discharge_displacement.txt' from 'https://github.com/pybamm-team/pybamm-data/releases/download/v1.0.0/0.5C_discharge_displacement.txt' to '/home/santa/.cache/pybamm/v1.0.0'.\n",
      "Downloading file '1C_discharge_displacement.txt' from 'https://github.com/pybamm-team/pybamm-data/releases/download/v1.0.0/1C_discharge_displacement.txt' to '/home/santa/.cache/pybamm/v1.0.0'.\n",
      "Downloading file '2C_discharge_displacement.txt' from 'https://github.com/pybamm-team/pybamm-data/releases/download/v1.0.0/2C_discharge_displacement.txt' to '/home/santa/.cache/pybamm/v1.0.0'.\n",
      "Downloading file '0.1C_discharge_U.txt' from 'https://github.com/pybamm-team/pybamm-data/releases/download/v1.0.0/0.1C_discharge_U.txt' to '/home/santa/.cache/pybamm/v1.0.0'.\n",
      "Downloading file '0.5C_discharge_U.txt' from 'https://github.com/pybamm-team/pybamm-data/releases/download/v1.0.0/0.5C_discharge_U.txt' to '/home/santa/.cache/pybamm/v1.0.0'.\n",
      "Downloading file '1C_discharge_U.txt' from 'https://github.com/pybamm-team/pybamm-data/releases/download/v1.0.0/1C_discharge_U.txt' to '/home/santa/.cache/pybamm/v1.0.0'.\n",
      "Downloading file '2C_discharge_U.txt' from 'https://github.com/pybamm-team/pybamm-data/releases/download/v1.0.0/2C_discharge_U.txt' to '/home/santa/.cache/pybamm/v1.0.0'.\n",
      "Downloading file '0.5C_discharge_T.txt' from 'https://github.com/pybamm-team/pybamm-data/releases/download/v1.0.0/0.5C_discharge_T.txt' to '/home/santa/.cache/pybamm/v1.0.0'.\n",
      "Downloading file '1C_discharge_T.txt' from 'https://github.com/pybamm-team/pybamm-data/releases/download/v1.0.0/1C_discharge_T.txt' to '/home/santa/.cache/pybamm/v1.0.0'.\n",
      "Downloading file '2C_discharge_T.txt' from 'https://github.com/pybamm-team/pybamm-data/releases/download/v1.0.0/2C_discharge_T.txt' to '/home/santa/.cache/pybamm/v1.0.0'.\n"
     ]
    }
   ],
   "source": [
    "# load experimental results\n",
    "import pandas as pd\n",
    "\n",
    "data_loader = pybamm.DataLoader()\n",
    "\n",
    "data_Disp_01C = pd.read_csv(\n",
    "    data_loader.get_data(\"0.1C_discharge_displacement.txt\"),\n",
    "    delimiter=\"\\s+\",\n",
    "    header=None,\n",
    ")\n",
    "data_Disp_05C = pd.read_csv(\n",
    "    data_loader.get_data(\"0.5C_discharge_displacement.txt\"),\n",
    "    delimiter=\"\\s+\",\n",
    "    header=None,\n",
    ")\n",
    "data_Disp_1C = pd.read_csv(\n",
    "    data_loader.get_data(\"1C_discharge_displacement.txt\"), delimiter=\"\\s+\", header=None\n",
    ")\n",
    "data_Disp_2C = pd.read_csv(\n",
    "    data_loader.get_data(\"2C_discharge_displacement.txt\"), delimiter=\"\\s+\", header=None\n",
    ")\n",
    "data_V_01C = pd.read_csv(\n",
    "    data_loader.get_data(\"0.1C_discharge_U.txt\"), delimiter=\"\\s+\", header=None\n",
    ")\n",
    "data_V_05C = pd.read_csv(\n",
    "    data_loader.get_data(\"0.5C_discharge_U.txt\"), delimiter=\"\\s+\", header=None\n",
    ")\n",
    "data_V_1C = pd.read_csv(\n",
    "    data_loader.get_data(\"1C_discharge_U.txt\"), delimiter=\"\\s+\", header=None\n",
    ")\n",
    "data_V_2C = pd.read_csv(\n",
    "    data_loader.get_data(\"2C_discharge_U.txt\"), delimiter=\"\\s+\", header=None\n",
    ")\n",
    "data_T_05C = pd.read_csv(\n",
    "    data_loader.get_data(\"0.5C_discharge_T.txt\"), delimiter=\"\\s+\", header=None\n",
    ")\n",
    "data_T_1C = pd.read_csv(\n",
    "    data_loader.get_data(\"1C_discharge_T.txt\"), delimiter=\"\\s+\", header=None\n",
    ")\n",
    "data_T_2C = pd.read_csv(\n",
    "    data_loader.get_data(\"2C_discharge_T.txt\"), delimiter=\"\\s+\", header=None\n",
    ")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot the results."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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M119/rTk5OWmrVq3S/v77b61Dhw5a1apVLf6Gbdu21erXr6/t2bNH27Fjh1ajRg2te/fu5v2xsbFauXLltN69e2uRkZHa0qVLNTs7O23WrFm5qsv95OUzHNRokAap5v89X647UGttP+e/16kaxW5okJz2v3CbQZrrVFct6Ii0K0JkR9pcaXM1LX/aXJlpm0MTp/fhow8X8u+1mrw7zJenq5bn3WG+/PtvDT76cCETp/cp7CoKIR6iTp06cfHiRVavXk3btm0JDw/nhRdesAjpktFzzz1n/rcp0YS7u7vFtozL63Jr8+bNtGzZkqeffpqSJUvSu3dv/v33X+7cuZPjcxw9epRKlSpRqVIl87a6devi5OTE0aNHzdtcXV0pWTItWUX58uUfuP5CiDzy84PAQDh0CDw8wMFBPUdGqu1+foVdQyHyTNpcaXNz6o033mDSpEl8/vnn1KtXj4MHD7J+/XrzfwPnzp3jUrr43h4eHixevJjZs2fz/PPPExgYSEhIiDkxNsCIESMYOHAg/fv3p1GjRty6dYv169dja2trLrNo0SJq165Ny5Ytee2112jevDmzZ88273d0dGTjxo1ERUXRoEEDhg0bxueff26RHCcndSkIU79qT3mHHebXW498z8Zb/wNSAB0kOkLJtL9Zx3LDcXd2p/PyzgQfDS7QugkhHj5pc4tWm1ukE5EVNROn92HcpCR+mBTI6ehbPONqzwfDX8fGVgZshcgXdnZwq5AS+tnZ5foQW1tbXn31VV599VU+++wz3n77bcaMGZNtLB5ra2vzv3U6XZbbUtMtbdbr9WgZlrOkX1aXUXR0NN7e3rz//vt89dVXlC5dmh07dtCvXz+SkpKwy8M13kv6umdVfyHEQ+bnBx06wPbtKulY+fIqJILBUNg1E0WRtLnS5j6mBgwYwIABA7LcFx4enmlbly5d6NKlS7bn0+l0fPHFF3zxxRfZlildujSLFy++Z72ee+45tm/ffs8y96tLgXjlFc7ftMWGW6RSLN0O01CBDm5WBJs4SHLktLaBXZ2W0D2oO8M3DqdDrQ4Y9NLOCHFP0uZKm5tHMmibSza2Ngz+tHNhV0OIx5NOByVKFHYt8qxu3brmoOz5oWzZshazQYxGI5GRkbRo0SLL8vv37yc1NZXJkyej16uFFMuXL7coY2Njg9F47zhkderU4fz585w/f958F/LIkSPExsZSt27dB7kkIURBMxjAy6uwayEeBdLmWpA2VzyxDAYMzZuxeHtvurHsv426TMWsNI0UfTJ/V3mPV3+dw6jmo3h96ev4h/vTslpLPCt7yuCtENmRNteCtLk5J+ERhBAil/79919eeeUVFi5cyN9//01UVBQrVqxg4sSJdOjQId/e55VXXmHt2rWsXbuWY8eO8f777xMbG5tt+erVq5OcnMy0adM4c+YMv/76KzNnzrQo4+rqyq1bt9iyZQvXrl3LcjlJq1atcHd3p2fPnhw4cIC9e/fSp08fXn75ZRo2bJhv1ycK37Zt2/Dx8aFChQoWmWBNNE3j888/p3z58hQvXpxWrVpx8uTJwqmsEOKJJG2uEA/BZ5/xBivoQEgWO42AjpRkR5oV+40S0S8TcW4PfstV2J1x28fRYkELqk+rLuEShHjESZtb9MigrRBC5JK9vT1NmjRhypQpvPTSS7i5ufHZZ5/xzjvvMH369Hx7n//973+8+eab5oakWrVq2d59BHj++ef59ttvmTBhAm5ubixatIiAgACLMh4eHrz33nu88cYblC1blokTJ2Y6j06nY9WqVZQqVYqXXnqJVq1aUa1aNZYtW5aprHi03b59m+eff54ZM2ZkuX/ixIl8//33zJw5kz179lCiRAnatGnD3bt3H3JNxX0ZjRAeDkuWqOf7zDQQ4lEhba4QD8Err4C1NSH4MZxJGEhJt9M0e1ZHRMLr3F64Gb4/RUqkDwDftv6WiH4REudWiMeAtLlFj07LGEjiMRcfH4+joyNxcXE4ODgUdnWEeGLdvXuXqKgoqlatapHIQTx57vXfgnxnPzw6nY6VK1fi6+sLqFm2FSpUYNiwYQwfPhyAuLg4ypUrx/z58+nWrVuOziuf4UMQHAzDhkF0dNo2V1eYPFkSkAkzaXcFSJv7uHugz/Dzz+HLLwFIwoppfMinVVpz92xbnIglltJ0Yjk7359Pyu7PuHawCXTpTPHn1rOiywra1WiH71JfIq9EcnLgSQmVIJ5o0uYKyJ82V2baCiGEECKTqKgoYmJiaNWqlXmbo6MjTZo0ISIiItvjEhMTiY+Pt3iIAhQcDJ07g7s7RETAzZvq2d1dbQ+WGU9CCCFyYMwYc8IiG1IYzDQcLtaBmqG4tW2DjlSC6EpMwm1qfTASaoRis+V7EpIS6bC0Az8f+Jk2z7QhKjaKaXunYUyVFR9CCPGgZNBWCCGEEJnExMQAUK5cOYvt5cqVM+/LSkBAAI6OjuaHKci/KABGo5ph6+0NISHQtCnY26vnkBC1ffhwCZUghBDi/gwG+PVX88vteHIluSoBSeP5p9YfaA1nqR2/fc/5uAuM93cg6d+KtLH+CqNm5N3Qdxnw2wAAhmwYIjFuhRAiH8igbS4lpiTyxdYvmL1/dmFXRQghhChyRo0aRVxcnPlx/vz5wq7S42v7dhUSYfRo0Gf4SafXw6hREBWlygkhhBD34+cHQUFQtiyXKA/AgOhITs3QE9L6OMWL3YDLz9Pp7xkM8PYCoE6xzHEov2/7vcS4FUKIfCCDtrm0JHIJY8LH8NGmj7h482JhV0cIIYQoEC4uLgBcvnzZYvvly5fN+7JSrFgxHBwcLB6igFy6pJ7d3LLeb9puKieEEELcT4cOUKIE5Z99CoBIq/oYUlLp0KkP30xSbfr0pY3Zvk0lK1tydgo+NX2Y2maq+RS/R/3O0s5L8a7pzfCNwyVUghBC5JEM2uZS7+d606hCI+IT4xmyYQjGVCPh0eEsObSE8OhwaZCEEEI8FqpWrYqLiwtbtmwxb4uPj2fPnj00a9asEGsmzMqrWVBERma937TdVE4IIYS4n/9WcXjO6oWrK4wv+y2p6CA4mPfeN1DF9TLJSaXp3OcKT1WI4/JTK/Cp6cOWqC3o0GGltyLkeAhtF7ZlQOMBRMVGsf2crPgQQoi8kEHbXDLoDczynoVep2f54eU8/e3TtFjQgh7BPWixoIXE7hFCCPHIuHXrFgcPHuTgwYOASj528OBBzp07h06nY/DgwYwbN47Vq1dz6NAh+vTpQ4UKFfD19S3Ueov/eHqietTjITXVcl9qKgQEQNWqqpwQQgiRE/+tzjA878bkyRAa0xBfQohYeJo7d+CjAY4AJFwvz79u/qBPpX9ofyKvRBLYNZDNvTfjUMyB7ee20391fwC2nNkik5uEECIPZNA2D+qXr0/7Gu0BiE+MJ+zNMG6OuklEvwiJ3SOEEOKR8ccff1C/fn3q168PwNChQ6lfvz6ff/45ACNGjGDgwIH079+fRo0acevWLdavX4+trW1hVluYGAyoHnUo+PpCRATcvKmefX3V9kmTVDkhhBAiJ9Kt4vDzg8AFdziEOx5nl+DgAAOG21KCW4COCtGj4O9uDCq3kmMfnMSvjh8vu77MmJfGYNAZOBt/FoBx28fJ5CYhhMgDGbTNA2Oqkb8v/42tlS0JKQlsOLUBext7mlZsSki3EIndI4QQ4pHg5eWFpmmZHvPnzwdAp9PxxRdfEBMTw927d9m8eTM1a9Ys3EqLNEYjlC4NgwbBvn3g4QEODuo5MhICA1VSGSGEECKnMqzi8OtdglNtBxKGF4u7rCSs2Wgmlv4a0Lh4whmCl/Dd+77UqqknOBiCjwYzfNNwXnZ9GVuDusnrYONAJYdKMrlJCCFySQZt82D7ue2cjTvL2JfHAjApYhK//vUrAHqdnhEeI4iKjcI/3F/i3AohHqq33npLlq4L8SQIDobq1aFFC5g6FWJioFw5GDwYwsLg5EkZsBWigEmbKx5LWaziMLR9FS+20j20J9cjjjHgxpfUqKEDoOzTt+Ctl0govZfOnTXe+2YDL1Z6ETsrOxKNiTxT6hnik+LZf3E/jZ9uLJObhBB59iS2uzJomweXbqo4Px80/oDez/UmJTWFPiF9GLZhGCsOr6DXyl6AWgYicW6FePy89dZb6HS6TI+2bdsWdtX47rvvzLMkC5tOpyMkJKSwqyHE4yc4GDp3Bnd3y5AIjRvDd9/B9esSEkE8NqTNzRlpc0W+8vNTqzUOHVKrNwYPBsCYkMgwJuNtu4U/PltFhQpw9YI9vZ+agW2v7mg11nB15Uh2nN3F4auHCewayJ/v/smr1V7lTsod9l3YJ5ObhCjipN3NmYfV7loV+Ds8hsqXVHF+Iq9EMt93PpUdK/PV9q/4dve3ADR5ugln486yrsc6ShUvxfjt4+m8vDOBXQPxqyOzXoTId0ajynR76ZKKw+XpWeADFm3btmXevHkW24oVK1ag73kvRqMRnU6Ho6NjodVBCPEQGI0wbBh4e0NICOj/u//etKl67esLw4dDhw4ycCsKhrS50uaKJ4Ofn0pq2bUr1K8PsbFsP1OJaKqypMEPOLw5mfEf7uWt6Q0Jme3OseMn+cRqDvP/73W+rrGL4T0aYtCr74bQHqG0XNCSHed3AGpy07jt43B1cmVy68nSRxYiO4XQ5oK0u0WJzLTNA8/Knrg6uTJ++3gAxr0yjqWdl6JDLRE5eOkg5e3L0/qZ1hLnVoiCln6JcI8e6rl6dbW9ABUrVgwXFxeLR6lSpQgPD8fGxobt27eby06cOBFnZ2cuX74MqDiiAwYMYMCAATg6OlKmTBk+++wzNE0zH5OYmMjw4cN5+umnKVGiBE2aNCE8PNy8f/78+Tg5ObF69Wrq1q1LsWLFOHfuXKYlI15eXgwcOJDBgwdTqlQpypUrx08//cTt27fp27cvJUuWpHr16vz2228W1xcZGUm7du2wt7enXLly9O7dm2vXrlmc9//+7/8YMWIEpUuXxsXFBX9/f/N+V1dXADp27IhOpzO/FkI8oO3bIToaRo9OG7A10eth1CiIilLlhMhv0uZKmyueHEYjfPSRukm4bx+8/z6XUJOX3NZOAG9veoe+QYMGGjdvgv8YA11a1AEgMba0ecAWIPREKDvP76S8fXnztt7P9ZYk3kLcSyG1uSDtblFqd2XQNg8MegOTW08m9EQovkt9iTgfQUnrkmho2BpsSUxNJOZWDF9s/YKU1BQ0TaPNM22Iio1i2t5pMnArRH7Jbomwu7va/hAatIy8vLwYPHgwvXv3Ji4ujj///JPPPvuMn3/+mXLlypnLLViwACsrK/bu3ct3333Ht99+y88//2zeP2DAACIiIli6dCl///03Xbp0oW3btpw8edJc5s6dO0yYMIGff/6Zw4cP4+zsnGWdFixYQJkyZdi7dy8DBw7k/fffp0uXLnh4eHDgwAFat25N7969uXPnDgCxsbG88sor1K9fnz/++IP169dz+fJlunbtmum8JUqUYM+ePUycOJEvvviCTZs2AbBv3z4A5s2bx6VLl8yvhRAP6JIK0cSNG7BkCYSHq461iZubZTkh8ou0udLmiidLxpuEvr6UR7UtkbtvwahR6KPPMPXNgwDMmQNX/vAAYP3leaRqqYBK4j1s4zDa12xPg/INKGVbCoBf//6VMsXL0L5Ge5ncJERGRbDNBWl3C6Xd1Z4wcXFxGqDFxcXl+RypqZr277+aFnQkSHOd6qrhj/lReUplrcX8FubXtafV1ip+W9GijOtUVy3oSFA+XpUQj56EhATtyJEjWkJCQt5OkJKiaa6umubjo2lGo+U+o1Ftr1pVlctnb775pmYwGLQSJUpYPL766itN0zQtMTFRq1evnta1a1etbt262jvvvGNx/Msvv6zVqVNHS01NNW8bOXKkVqdOHU3TNO3s2bOawWDQLly4YHFcy5YttVGjRmmapmnz5s3TAO3gwYOZ6tahQweL92revLn5dUpKilaiRAmtd+/e5m2XLl3SAC0iIkLTNE378ssvtdatW1uc9/z58xqgHT9+PMvzapqmNWrUSBs5cqT5NaCtXLkym79imnv9t5Af39micMlnmM/GjtU0sHy4umpa0H+/K3btUtvCwgq1mqLoeaB2V9pcaXPFIyFfP8PFi1V7cvOmeVNKXXfNlTOaT/3zmjE2Xu1fvFjr0kX9s0wZTXOueEvjc4Pms9hH23Vul7b2+FoNf7Tmc5prOn+dFnQkSPt5/8+afqxebZ/bXMMfLSwq7MHrLEQR8ai2uZom7W5W59W0vLW7+dHmSkzbXPr9d+jeHWrVgm3b/OhQqwPbz21ny5ktjNs+jsV+i3mx8ossObSE/63+H8f+PYaV3op+9fsx5885zHhtButPrZcYt0I8KNPd/yVLsl8i7OGhynl55fvbt2jRgh9//NFiW+nSpQGwsbFh0aJFPPfcc1SpUoUpU6ZkOr5p06bodDrz62bNmjF58mSMRiOHDh3CaDRSs2ZNi2MSExN56qmnzK9tbGx47rnn7lvX9GUMBgNPPfUU7u7u5m2mu6JXrlwB4K+//iIsLAx7e/tM5zp9+rS5Xhnfu3z58uZzCCEKQHAwjBkDxYtDgwawdi0cOQLjx6tZF8uXwy+/QNWqKuaZEPlF2lxpc8WTp/x/oQwiI1XcdMDg68PkI8Po/Gcgvt6xjKIpbo4VeeMNCAqCa9fg449L0KjbcoZtHIbHXA/z6c7Hn7fo/5axK8MbgW+w45yKc7v2+Fo8K3tahFUQ4olUyG0uSLub8bxQeO2uDNrmUpUqcOWKWpV45w7Y2RnwcvXCs7InCw8tZMLOCYRUCqHrs10ZsXkEt5Nuc+PuDeb8OQd7G3u6u3XnvYbv4bvUl+Ebh9OhVgdpmITIC9PSX9NS4IwKeIlwiRIlqF69erb7d+3aBcD169e5fv06JUqUyPG5b926hcFgYP/+/RgyBJpP37gUL17cojHMjrW1tcVrnU5nsc10jtTUVPP7+/j4MGHChEznKl8+LRZZVuc1nUMIkc9MCch8fKBPH5UYplcv9cP911+hfXt4801ISFAZvyUJmchP0uZKmyuePJ6e4OqqbgyaEl926IDf+PEEFuvFsP3f4kEEtFfFHRwgPh7mz4dXXvHj+Acd2HUhbXLTIr9FvFj5RfPpjZqRUsVLEXMrBoBJuyex7MgypradKhObxJOtkNtckHY3u/MWRrsrMW1zqVo1qFgRkpPhxx/TwsmhWca5nfnHTP6J/4fxLcdTo3QNAG4l3aLB7AbsOrdLYtwK8aDS3/3Piml7ui/eh+X06dMMGTKEn376iSZNmvDmm29m+oLfs2ePxevdu3dTo0YNDAYD9evXx2g0cuXKFapXr27xcHFxKfD6v/DCCxw+fBhXV9dM75+bBtna2hqjUb7fhMgX6WMLdu6sBmYPHVIzLZycYOdOdTfZ319l/BYiP0mbW2CkzRVFlsEAkydDaCj4+qp4mrVqwVNP4Ze4hFMJFQkbu43Fi2HsWNUUAcTEQOvWUKumgesHvPD38sfVyZUJOyeY49wGHw2m8/LONKzQkPou9dH/Nyxx7c41SUwmRBFuc0HaXZOH1e7KoG0u6XRq4BZg+HDLJH4c9SOwayCHrhxiwG8DAHh/7fukpKYwrsU4qjhWISo2Cs/5nub9QzYMofq06tIwCZFb6e/+Z7zjlZoKAQEFukQ4MTGRmJgYi8e1a9cwGo306tWLNm3a0LdvX+bNm8fff//N5MmTLY4/d+4cQ4cO5fjx4yxZsoRp06YxaNAgAGrWrEnPnj3p06cPwcHBREVFsXfvXgICAli7dm2BXE96H374IdevX6d79+7s27eP06dPs2HDBvr27ZurhsnV1ZUtW7YQExPDjRs3CrDGQjwBMs668PODU6cgLAwWL1ahEgBq1Cic+onHm7S5BUbaXFGk+fllvkn4778AGNzr4vVSKsWsjfj7w/PPw8cfq8Ps7dX4bufOsCrEcnLTjrM7GLphKC9WehE0OBhzkBntZ1DzqZokpCRgpbdi4G8DZWKTeHIVcpsL0u7mxMNqd2XQNpeCg9VkF4DnnsucxI+jfpwaeIopbVRcjxmvzeDkwJN88tInfNniy0zn83/ZH3dnd7mjKERuZXX33/Q/pK+v2j5pUoEtEV6/fj3ly5e3eDRv3pyvvvqKs2fPMmvWLEAtsZg9ezaffvopf/31l/n4Pn36kJCQQOPGjfnwww8ZNGgQ/fv3N++fN28effr0YdiwYdSqVQtfX1/27dtH5cqVC+R60qtQoQI7d+7EaDTSunVr3N3dGTx4ME5OTugzxlW6h8mTJ7Np0yYqVapE/fr1C7DGQjwBspp1YTCoWGbdu0OpUpblhMhP0uYWGGlzRZGX/ibh4MFp7c2hQxhbtGRY94t4N7hESAiMG6f6xbduQc2a4O2tJjp1qJk2uclzvidn486y4/wODl89TGDXQN5r+B47+u6gYYWGJKcmc/HmRSZHTL5XrYR4fBVymwvS7ubEw2p3df9lPXtixMfH4+joSFxcHA4ODrk61mhUM2qfeQa2bAFra4iNBTs7dcPD11f1pU6eBHRGqk+rjruzOyHdQtA0zfy6c93O9Fvdj5TUFOys7JjSdgqhJ0KJvBLJyYEnJcateCLcvXuXqKgoqlatiq2tbd5PFBys4jxGR6dtq1pVNWRFdImwl5cX9erVY+rUqYVdlSLhXv8tPMh3tiga5DPMJ6YfIe7uabEFTTL+CJF4tiIL+dLuSpv7yJM29/FWoJ9hcLCapfTaa7B5MyQmEj7yN1pMaEsEzWga9BH4+bF5M7z6KlhZqZDr3bur8V4vLzCmGvEP92fc9nGs67GO1s+0tuj73kq6xetLXicsOgwdOkY1H8UXLb6Q/rF45DypbS5Iu5tefrS5MtM2F0zh5L78EipVUnFt/4u/bE7iFxWlyhn0mWPcRsdG41PTh8AjgRhTjTxb9lnupNzh3dB3uZFwg6jYKPzD/QmPDpflIELkVMYlwmFhatCiCDdkQgiRawYDfPONml3RqBHMmKHuHD/EWRdCSJsrxBPKlAzT2xtWr1YDt8Clk7cAcGtXSU2pNRpp1UoVS0mBBQvU4aYIPwa9gZbVWgJQqnipTIOxG09v5Oi1owBoaIzfMR7nb5xlRap4MkmbK5BB21wxNTbu7upOIajJLiYZk/j51ckc47Z/aH8ir0QS2DWQv9//m29e/QaDzsCO8zsAGLd9HC0WtJA4t0LkRvolwl5eMmghhHj8BAfDRx+BpsGBAzBggFqi6uGhZtgGBsqPePFwSJsrxJMnfTJMvR5efx2A8oc2AhDZ8bO02Uuoe4xWVrB+vTo8feQez8qeuDq5Mn77eHNiMkhLTqZpGuXty/Neg/cAuH73Op2WdyLoSFDBX6cQRY20uU88GbTNhfTh5Hr3Vv+ePRtOn07bnr4cqIHbrGLc+tXxQ6/TU61UNVK1VIpbFTcf06lOJ+qWrStxboV4TIWHh8tyESFEzpmWpLq7q5m1sbFqpu0LL6j9EybIgK0Q2ZA2V4h8kDEZ5muvgU6H58k5uFZKYfzKOqSiM5erXRveU2Ou2Nio+4smGVekRpyPIDYhlgHrBuBcwpnLty8z/bXp/ND+B75u+bX5uLdWvcXd5LsP42qFEA9A2t38JYO2uZA+iV/LltC6tQqR8PbbsGiRWjHi6po5iZ9Bb2Bg44G4Ormy/tR6dDodoGL6DNs4jPY12+Pl6oVDMRXHIuhoEKf+PUXzys0ZvnG4hEoQQgghnlTpl6SGhEDTpuDoCB98APv2gY8PjBypygkhhBAFIWMyTGdnaNoUA6lMbreF0PUGfAkh4notc76kkydV0aQk+OUXy9OlX5HqMdeDUhNLcenWJfQ6PUFdg/Cr44dOp2Nk85HMeX0OOnTcSrpF/Vn1ib8b//CuWwghCpkM2uZCxiR+tWqp7eHh0KuXapzu3IFVq7I4Nos7ihtObSA6NprYhFjWn1rPvA7zWN9zPeXty3Pi+gl2nNtBVGwUU3dPlYFbIYQQ4kmUcUlqehkD6gshxBPs+vXr9OzZEwcHB5ycnOjXrx+3bt265zF3797lww8/5KmnnsLe3p5OnTpx+fJlizLnzp2jffv22NnZ4ezszEcffURKSopFmfDwcF544QWKFStG9erVmT9/fqb3mjFjBq6urtja2tKkSRP27t1rUfeBAwdSq1YtihcvTuXKlfm///s/4uLi8v4HyU/pZy+l/hfSwMcHAL/z3xHY4GsOWdXHY8ALODiombXHj0ObNqroiBFqkUh6phWpYW+GMaCRCiV49MOj+NVJWzkSfDSYL7d9iYbKnX7s32M4T3Jm/sH5BXixQghRdMigbS75+amwcbt3w7RpadutrFSCsiZN1ArG4CyiGmS8o9h+SXsAzsefJ7BrIH51/GhTvQ0BrQIoYV3C3DgN3zScKlOrSKgE8VjSNK2wqyAKmfw3IMQ9ZFySmlHGgPpC3Id85z7ZHufPv2fPnhw+fJhNmzYRGhrKtm3b6N+//z2PGTJkCGvWrGHFihVs3bqVixcv4pcu3IzRaKR9+/YkJSWxa9cuFixYwPz58/n888/NZaKiomjfvj0tWrTg4MGDDB48mLfffpsNGzaYyyxbtoyhQ4cyZswYDhw4wPPPP0+bNm24cuUKABcvXuTixYtMmjSJyMhI5s+fz/r16+nXr18+/5XyKOPspYgIePlltW/9evz+GM2phbvN+ZLGjlW7TH+CGzfUmG/GPrJBb8DL1YtOdTsBmJOQQVqMW3dnd2Z7zwbAzsqORGMifVf1ZdYfswrwgoXIH4/zd664v3z5/LUnTFxcnAZocXFxeT5HSoqmubpqmoeHps2apWmlSmkaaNrnn2ua0ahpPj6aVrWqKpfl8cYULSwqTPt0y6ca/mg7zu4w7ws6EqTp/HWaz2Ifrd+qfhr+aPij6cfqNZ2/TltxeEWe6y1EUZKSkqIdOXJEu3btWmFXRRSya9euaUeOHNFSsvjSzI/vbFG45DN8QGFh6kdGRETW+3ftUvvDwh5mrcQjKCkpSTty5IgWGxtb2FURhehxbXOPHDmiAdq+ffvM23777TdNp9NpFy5cyPKY2NhYzdraWluxIq1/dfToUQ3QIv77zl23bp2m1+u1mJgYc5kff/xRc3Bw0BITEzVN07QRI0Zozz77rMW533jjDa1Nmzbm140bN9Y+/PBD82uj0ahVqFBBCwgIyPaali9frtnY2GjJyck5+RNomvYQPsOgINURVmkxLR+urpoWFKQFBWmaTqf6xBERmrZwodqt16vtQUGZT5tiTNFcp7pqPot9NGOq0eJ1sjFZ81nso1WdWlU7FHNIqzi5ooY/mmGsQfvz4p8Fc51CPCDp6wpNy5821+rBh32fPKaVikuWqNBypUpB164wbhzY2qplIGvWqHJeXpmPN91R9KzsycJDC5mwcwIhlULQNI1hG4fhXdOb4DeC8VvmR2WHytQuU5uNZ1Rmzh5BPUhMSaSbWzcMeskcKB5dBoMBJycn8wwDOzs7c7xn8WTQNI07d+5w5coVnJycMEg2VCEyS78kNSTEMkRCaioEBEDVqpkD6guRgZWVFXZ2dly9ehVra2v0GcNtiMfa497mRkRE4OTkRMOGDc3bWrVqhV6vZ8+ePXTs2DHTMfv37yc5OZlWrVqZt9WuXZvKlSsTERFB06ZNiYiIwN3dnXLlypnLtGnThvfff5/Dhw9Tv359IiIiLM5hKjN48GAAkpKS2L9/P6NGjTLv1+v1tGrVioiIiGyvKS4uDgcHB6yssu+yJyYmkpiYaH4dH1/A8V79/FTb07Ur1K8P9vawbRu8/jpoGsZOXRnmHIe3dwlzk9WkCcyapfrGTz8Nw4dDhw5q8q6JKZRg5+Wd8V3qS5tn2hAdG83o5qPxW+ZH6IlQArsG4lbOjYi3I3hp3ktExUbRfF5z1vVcx0tVXirY6xYil6Sv+2TLzzZXBm3zIONKRb0e7OxUPNvRo9PKrVqV9aCtSU4bJ03T2H9pP/8m/EtyajK9VvZi8PrBzPSeaV5KIsSjyMXFBcDcmIknk5OTk/m/BSFEBqYlqZ07qyWpo0apHyCRkWrANjRUxW16zAZgRP7T6XSUL1+eqKgozp49W9jVEYXkcW1zY2JicHZ2tthmZWVF6dKliYmJyfYYGxsbnJycLLaXK1fOfExMTIzFgK1pv2nfvcrEx8eTkJDAjRs3MBqNWZY5duxYlnW7du0aX3755X3DOwQEBDDWFIvgYTAa4aOP0pJjbt6sBm337YNz59j+0udER5RgyUgj+v8mGOl08O230KgRXLigTpPV5CZTKMFhG4ex5sQaAPqH9qeqU1VzKEGA8vblCWgZQLegbtxOvs2rv7zK0s5L6Vgn88C8EIVJ+roiP9pcGbTNg/TJMy9ehC5doHVr2LNHBVhv00bF7/nuOzXxJV1YpEzu1zgBdFnRBe+a3nSp24U+IX0AuJZwjc4rOvOTz0+8/cLbBXm5QhQYUwfS2dmZ5OTkwq6OKATW1taP3WwfIfJdhw7g7w/Tp6vsLiZVq6oB23v90BAiHRsbG2rUqEFSUlJhV0UUgkexzf3444+ZMGHCPcscPXr0nvsfNfHx8bRv3566devi7+9/z7KjRo1i6NChFsdWqlSp4CqXfsmpXq/i2pYooWY1/fUXl9q8BRHgFr8LSFsB0rAh9O4Nv/6qXl+8mPXp/er40aFWB6btncaQDUOY8doM3m3wrnmFafDRYIZtHEZ0bLT5mKTUJDot78QP7X/gvYbvFchlC5EX0td9suVXmyuDtnmgVipqfPWVjsjItBuNa9aoSTAbNoCLi2qcslr+kVF2jRNA9WnV8a7pTUi3EPb8sweAd194l7kH55Kcmsy7oe9irbemz/N9ZLq9eGQZDIZHrhMhhBAPRXAwDBumOskmZcrAwIHwyScyw1bkml6vx9bWtrCrIUSODBs2jLfeeuueZapVq4aLi0um2WwpKSlcv34921lOLi4uJCUlERsbazHb9vLly+ZjXFxc2Lt3r8Vxly9fNu8zPZu2pS/j4OBA8eLFzb9zsyqTsW43b96kbdu2lCxZkpUrV2JtbX3Pay9WrBjFihW7Z5l8lXHJabFi8OqrqjO8di3lGw0HIHJfAk3bWR46fjwsWwZJSXDqVPZvYdAbGNh4IN/t+Y71p9abB2JNicna12xPxZIVOR9/nl86/kLvlb05F3eO99e+z6Wbl/D38pd+sShSpK8rHkSRCWb19ddfo9PpzLF/srNixQpq166Nra0t7u7urFu37uFU0GTXLgzlnZmsDSM0VPWhfHzg9m1wdobKlVWx5GQYMACiotQNyfsxNU6uTq6sP7UenU7H9nPbVbgETxVzIWBHAFWdqjKj/Qz+fPdPapauSaqWylur3uLFuS/yT9w/BXfdQgghhHi4goNVWAR3d5Wp++ZN9dysmZp5u2pVYddQCCEKVNmyZaldu/Y9HzY2NjRr1ozY2Fj2799vPvb3338nNTWVJk2aZHnuBg0aYG1tzZYtW8zbjh8/zrlz52jWrBkAzZo149ChQxYDwps2bcLBwYG6deuay6Q/h6mM6Rw2NjY0aNDAokxqaipbtmwxlwE1S7Z169bY2NiwevXqonlzJf2SUxNvb/W8Zg2eDn/hShTjN7xAaqrloRUqQJUq6t8LFqjB2+yYwgiGngjFd6kvO87uYOiGobxY6UXQYOf5nXzb5lteqvISZ/7vDDVL1wTgi21f8F7oexhTjfl0wUIIUbiKxKDtvn37mDVrFs8999w9y+3atYvu3bvTr18//vzzT3x9ffH19SUyfaNR0EqWhKtX8bv1C6bx5f79wcFBrVjU66FcOfj3XzUBBtJi99xPxsZpa/RWAG4n3cZ3qS+hJ0KZ1HoSBr2B4/8e567xrvnYiH8iqPJdFT5Y+wGapuXjBQshhBDioTMa1Qxb03Kepk1VwpemTdVrb2+1nMcoHVMhhKhTpw5t27blnXfeYe/evezcuZMBAwbQrVs3KlSoAMCFCxeoXbu2eeaso6Mj/fr1Y+jQoYSFhbF//3769u1Ls2bNaNq0KQCtW7embt269O7dm7/++osNGzbw6aef8uGHH5pnuL733nucOXOGESNGcOzYMX744QeWL1/OkCFDzPUbOnQoP/30EwsWLODo0aO8//773L59m759+wJpA7a3b99mzpw5xMfHExMTQ0xMDMai9D2fPjmmaVT2tdfU8x9/YPjSn8nOEwmNeApfX8v7jb6+aoatkxOcOaMi/tyLKYzgoSuH8Jzvydm4s+w4v4PDVw9bxLg16A3M950PgA4dsw/MpvOKziQkJxTAH0AIIR4yrZDdvHlTq1GjhrZp0ybt5Zdf1gYNGpRt2a5du2rt27e32NakSRPt3XffzfH7xcXFaYAWFxeXtwpfvappoGmghW1M0kDTZszQtMWLNS0sTNNWrNC08uXNRTTQNBcXTQsKyvlbBB0J0lynumr4Y35UnVpVCzoSZN6v89dpzec01/BHm7FnhlZ7em1zWbcf3LRT/57K2/UJIUQR8sDf2aLQyWeYR2Fh6kdERETW+3ftUvvDwh5mrYQQj7FH/fv633//1bp3767Z29trDg4OWt++fbWbN2+a90dFRWmAFpbuezMhIUH74IMPtFKlSml2dnZax44dtUuXLlmcNzo6WmvXrp1WvHhxrUyZMtqwYcO05ORkizJhYWFavXr1NBsbG61atWravHnzMtVv2rRpWuXKlTUbGxutcePG2u7duy2OB7J8REVF5fhv8FA+w6AgTdPpNM3HR7VF8fGaVquWapN0Ok0LCtKCgjTN1dWyT1y1qjr055/VaycnTbt27f5vl2JM0T7d8qmGP9q6E+u0FGNKpjI37tzQ8Edru7CtZv2FtYY/mudcT+36nesF8AcQQogHl9Pva52mFe60zDfffJPSpUszZcoUvLy8qFevHlOnTs2ybOXKlRk6dKhFCIUxY8YQEhLCX3/9leUxiYmJJCYmml+bgrPHxcXh4OCQ+wprmordk5yM8cxZqr9SGXd3NeklJEStYvT2hooV4ccf1SFeXrB1a+5yhRhTjYRHh9M9qDs1Stcg/K1wrA3WGFONVJ9WHTdnN9Dg8NXDnBx4Eg2NybsmM2rLKDQ0rPXWjG85niFNh5gDtwshxKMmPj4eR0fHvH9ni0Inn2EeLVkCPXqoKUr29pn337yplvksXgzduz/8+gkhHjvyff3oe2ifYVbx1gHq1IFDh8BgwGhUYQIvXVJRFTz/y0sWHg59+8L58yo8+/ff3//twqPDabGgBRH9ImhasallVY4GM2DdAC7dumTepkOHhoabsxu/9fyNig4VH+x6hRAin+X0+7pQwyMsXbqUAwcOEBAQkKPyMTExlCtXzmJbuXLliImJyfaYgIAAHB0dzY8Hzqap06ksY4DhyiUmT4bQUJVsbMAAaNsWRo5UjZDJtWvQrl3uVjEa9AZaVmvJTO+ZRPwTQaflnYg4H8GGUxuIjo0mNiGWtSfXmsMlrD6+mpn7Z6KhxuCTU5P5aNNH1J5Rm8grDzF8hBBCCCEeXFZxA9MzbTeVE0IIIR4WPz8V62DsWChbNm370aPwzDMQHIzBoCYvde+unletgurVoVWrtL7ytGn3D5MA4FnZE1cnV8ZvH0+qlhYs15ScLFVLpbx9eWJHxhLRL4KXqrwEQOSVSDzmeHD06tH8u3YhhHiICm3Q9vz58wwaNIhFixYVaJD1UaNGERcXZ36cTz+amlf/xUXi0iX8/NQM2n371F3E336D5s3h8GGYPVvF7ImMhLi4nCclSy99LB+PuR60X9IegPPx582xfEyNlbuzO5t7bwbg9VqvY6W34tT1U9SbWY8vt35JsjH5wa9dCCGEEAUvq7iBJqmpEBAAVaumTV0SQgghHqZVq1RSzKZNYefOtMHb8uXV8tPgYHPRrPJqmnKwDRxoUTRLGXO/RJyPIDYhlgHrBuBcwpnLty8z/bXpONo60rRiU35/83daVW2Ftd6a8/HneXHui+w6v6tg/g5CCFGACm3Qdv/+/Vy5coUXXngBKysrrKys2Lp1K99//z1WVlZZBlx3cXHh8uXLFtsuX76My38zX7NSrFgxHBwcLB4PzDSr5ZJaguHnB5Mnq01z50JYGEycqPpZsbFq+86d6jkviZ796vhxauApwt4M41PPTwFY5LcIvzp+GFONDNs4DO+a3oR0C8HO2g6AIU2HcOb/zuBs54xRM/J5+Oc8+8OzHLx0MI8XLYQQQoiHxmDAvJwnq2wuoaEwaZIqJ4QQQjxMGZNleniof4MaxE2XLDO7vJo//6ySeINasXq/FakZJzOVmliKS7cuodfpCeoaZE5MBqDX6fmixRckpyZTp0wdbty9QatfWrHm+JoC+XMIIURBKbRB25YtW3Lo0CEOHjxofjRs2JCePXty8OBBDFl0Qpo1a8aWLVsstm3atIlmptt0D4tp0PbiRfOmp59Wz3XqwPXr0LVr2p3E4cPTDv3uu/vfScyKQW/Ay9ULfy9/XJ1cmbBzAqlaKtvPbSc6NprRnqMBCNgRQFWnqnhW9mTfxX0W8WxPXj9J/dn16RHUg5TUlNxXQgghhBAPT4cOahbT7t2qQ+zgoJ4jI3MXKF8IIYTIT9u3q3i2o0enjby2VytCWbcORo0yLzPNqihA3brQv7/696VLKgfM/aSfzDSg0QAAjn541GLAFlR+mBsJNwDwqelDu+rtSEhJoOOyjsz9c+4DXLgQQjxchTZoW7JkSdzc3CweJUqU4KmnnsLNzQ2APn36MGrUKPMxgwYNYv369UyePJljx47h7+/PH3/8wYABAx5u5TPMtIW0VYxffZX5TuJXX0Hp0qpcyZJqf05j22aUcWnI1mjVut1Ouo3vUl9CT4QyqfUkVh1fReflnannUg+Aya0n07xycwCWRC6h9vTaHL5yOG+VEEIIIUTBCg5Wwf/GjIGrV9W2MmVU/MCTJ2XAVgghROEx9YP/67cD8OqrYGUFJ06AKfzhpUtZFjUZOzYt12ZgYM7e2jSZqVPdTgAcvWYZrzb4aDDVp1U3hxWcuGsiR68exauKF0bNSL/V/fhq21cUcj52IYTIkUJNRHY/586d41K6gVEPDw8WL17M7Nmzef755wkMDCQkJMQ8yPvQmKbVnj1r3pR+FWN0NPj4wO3baqZtp05q9q2tLcTHq/25jW2bXvqlIf5b/QFo9WsrIq9EEtg1kA61OphDJnzi+QkAL5R/gW1vbWOB7wKs9FacvnGa+rPqM2HHBIypeRxBFkIIIUT+yyr4X0SECgDo75+3WEtCCCFEfskqWaaDQ1qc9QULzOXulVfT2Rl69VL/XrEC7tzJeRWySk5myvXi5uxG80rNqeJYhR19d+Bezp2tZ7fSsXZHAD4N+5T/++3/pB8shCjydNoTdospPj4eR0dH4uLi8h7fdt8+aNwYihdXo7Qvv2yOKTdkCEydalncygpSMkQjaNtWJS17EMZUI+HR4XQP6k6N0jUIfysca4M14dHhtFjQgp3/28nXO74m8kokJweexKA3YEw18vWOr/k07FPzeZpWbMr8DvOpVabWg1VICCHyWb58Z4tCJZ9hLhmNaoatu7taspN+LWlqqopnGxmpZttKPFshRD6S7+tH30P7DLNrqyZPVrEBy5RRS0xPnsSI4Z7Nmo8PbNigTjluHHzySc6rYRqk9a7pzQiPEfRa2YtKDpVwsnVi7cm15sTdqVoqvkt9ibwSycDGAxm6cSgAXep24deOv1LMqli+/WmEECIncvp9XaRn2hZJwcEqYC1AQgK0bKkarP8C1XbooHbNmAGDB4NOpwZoTRNlXntN7V+/Hr7//sGqYtAbaFmtJTO9ZxLxTwSdlnci4nwEZ26cAWDctnHmcAkGvcG8VCT9gK0OHbv/2U29WfX4NuJbudsohBBCFKbsgv+Bep0uTqAQQghRKLJKlhkbm5aF+9o1FfvAYLhvXs3fflOJyAC+/hoy5B2/p/QrUD3ne3I27iw7zu/g8NXD5gFbUInJRniMICo2iusJ1/nspc+w0lmx4sgK2i1qR3xifP79bYQQIh/JoG1upF+u+MILatvHH6vXnTtDcLA5tu1vv6k7id7eahVj06ZQrJgKk2BlpQ4dNiytXXsQGTNp9lvdD4CDMQfNjZXpLqS7szuzvWcDMOO1GbSs1hKAuyl3GbZxGC/Pf5mT/5588EoJIYQQIvfuFfwv/fZ04aOEEEKIh87PTwWiPXRIJcksVUpNlTUZPtw8sSljUVNezUOHVNSfRo2gZk24dUuFcs9VNf5LTvapp5qYtK7HOk4OPGmRnCz4aDC9Vqo4DOO2j+PLbV9Sxq4Mtla2hEWH8fL8l4m5FfNAfw4hhCgIMmibU0ajZYYx05TZ8+fTRmeHD8eAMcvYtgEB4OioEkCbQiWkpMCLL0J+BKhIn0lzYceFuNi70KB8A3xr+2JMNZpj3Aa/EcyaE2uo6lSVdxu8y7oe62hWsRklbUpia7Bl5/mdPD/zeabunmqODSSEEEKIh+Rewf/SbzeVy4kLF1TsptatoXJlsLEBFxcVdH/PnrzVMyUF5s1Tv4dcXNQ5HR1Vz/vTTy3i/gshhHhM+fnBN9+o5aUvvKCWm77zjtpna2ue2GQqeuoUhIXB4sVqIi6oQdpevVT+MoDZs+HIkdxVw7QCFaBU8VIY9Gnhg0yTlyo5VALUoG5EvwgaPd2IxJREHIo5cDDmIB5zPDh1/VTe/xZCCFEAJKZtToWHQ4sWah1H06Zpr8uVU7Nddu9WtwvDwsDLK8vYtnZ28NlnavnH3LkwaJDa3rs3/PJLPl3gf9LH92nzTBsG/DaA2d6zWXNiDaEnQgnsqtJzDts4jOjYaPNxtla23E25C8CLlV7k59d/pnaZ2vlbOSGEyCGJr/fok88wl5KSoEoVqFBBdYTTxc3Pc0zbgQNh+nR45hnw8oKyZdXxISHqzvHixfDGGzmv49mzKh7UX3+p30GvvgqVKqm71AcOqN9KVlaqntWr5/IPIIQoLPJ9/eh76J9hVrFt16+Hdu1UO9agQZZtlmkBq7e3igbk5qaKdewIMTFq/Hf//lxWJdVI9WnVcXd2J6RbCHqd3rzNzdkNNDh89bA514spzu3BmINY6a2Iio2irF1Z1vVcR8MKDfP37ySEEBlITNv8lnG5YrNmahT28mW1riPDckVTbNtp01TfyMNDhUL4+GOwt1cTUUx+/RU2bszf6qYPmTDgNxUkqH9ofyKvRJoHbE3hEjb33gzAWK+xvFrtVXTosLVKm3X71bavSDYm528FhRBCCGEpOBhq1VI91gMHVNz8ihVh0aK04H+hoTBpUu6SkN2+rZ6ffx5+/lkt/wkMVDeaDQZ4/31ITMzZuW7ehDZt1IDtRx+pAdxff4Xx4+G771Ss3WPH1KzeW7dy/ScQQgjxCMkqDruXl+onX7yoRmYzxGHPuIC1aVPVP27aVDVLOp1qAnPbPzboDUxuPZnQE6H4LvUl4nwEG05tIDo2mtiEWNaeXGvO9QIqzu2o5qM4H3+eSa0nUd+lPlfvXKXFghZsOr0pX/48QgjxoGTQNqcyLlcsVkw1SADr1mVarmiKbbt4MVy9qoKvW1urIsnJqqEqWxYaN1bbunSBf/7J3yqbQiZMaTMFUDFsTw48SYdaHczhEkK6hWBnbQfAS1VeIqRbCO1rtKekTUmec36OJGMSn4Z9SsOfGrLvwr78raAQQgghlPRx8yMiYOFC9ZsiJkatG/XwUL81AgPVGtPcOPlfrHrT7xYTT0+1aujGDXUDOicmTYLjx1WdJk5Uv4cyql4dVq+GunVzV08hhBCPlqzisNvaqpuOAKdPW5bj3vk2a9dWTSHABx+oAd7cyJjrpf2S9gCcjz9vkZgM1MzcGwk3APjz0p9s6bOFllVbcivpFu0Xt2dp5NLcvbkQQhQAGbTNKdMo7PjxankiqNuDoDomAQFQtaoqR1pCzYgIVeT2bTU5xRTbNiJCDebu3av2x8erlYnJ+Tyh1aA3MLDxQFydXFl/aj06nY7t57YTHRvNaM/RAATsCKCqU1U8K3sSciyE/Zf2c/XOVf6+8jeg7kL+fflvms5pytANQ7mddDt/KymEEEI8ybKadtSzp4qbv2WLWifq4qJmsOZ2wDY+Pu3HyOuvZ95vuqNsypJ6P3PnqufPP79/WRubnJ1TCCHEoym7OOym/C8rV1qW4/75NidOVM+nT6uFHLmVPteLKTnZIr9FmRKTVZ9W3TyoO277OF6Y/QLvvPAOXZ/tSnJqMt2DuvPd7u9yXwEhhMhHMmibU6ZR2NBQtTwxIkLNTgH17yyWK/r5pQVYb9VKZckcPVot+QgIUIO4s2envcWuXSp8Qr5XPcNSka3RWwG4nXQb36W+hJ4IZVLrSaw6vorOyztTz6UeAHNfn0tEvwherfYqAKlaKlN2T8HtRzfWn1qf/xUVQgghnkTZTTsyGOCVV1Q82pgY9UMhL+c2GlU82ypVLPedOwebN6vOtLv7/c919qxaFlSxItSokfu6CCGEeLxkNbEJ0gZtDx1Sbc9/E5vg/vk2003K5ZNP0iL85IZBb8DL1Qt/L39cnVyZsHOCOcm2KfeLm7MbzSs1p4pjFXb03YG7szvdg7rTpW4XBjRS4QUHbxjMqM2jeMLSAAkhihAZtM0NPz+1LPHQIbVMsU6dtH3vvpvl7JdPPlHtWLNmmWPb2tmpSbrlyqlJugDffpt2QzJfq55uqYj/Vn8AWv3ayhzjNn3IhE88PwGgaqmqNK3YlDXd19CsYjMcizlS1q4s0bHRtFvUjm6B3Yi5FZP/lRVCCCGeJPebdpQhbn6u/P67en7lFcvtyckqE2piIkyYkLMYuTH/tfkVK+a+HkIIIR4/WU1sio2FNWtUmARQyV7StTHZjfOCeh0QoPZXqaLC4k6e/ADVyzB5acfZHQzdMJQXK70IGuw8v5Nv23zLi5VfJKRbCN41vRmxaQRT2kzhq1e+AuDrnV/Tb3U/UlJT8l4RIYTIIxm0zS0/Pzh1Ss1M+fTTtNm2png9GaQPk3D1Krz1Fty9q143aaLat8uXVXx2k1694MyZAqj6f0tFNvfeTFm7snhU9OD4gOP41fEzh0z4uPnHTNg5wRwuIfhoMDWn1yTinwjiEuO4eucqDsUc0KFj2eFl1JlRh1l/zDLfuRRCCCFELt1v2lGGuPm5YgqN8NJLadtSU9UPkm3b4J131OCtEEIIkRcZJzaVKgUDBqhOL8CcOSpu+3+yGue9edMy3+bkyfD116r8xIlp9wzzVL10k5c853tyNu4sO87v4PDVwxZxbk2JyaJio9hxfgejPUfzs8/P6HV65h2cR8dlHbmTfCfvFRFCiDyQQdu8WLUK3n4bxo1TKS4BNm2C+fOzLO7nB4MHq3/376/CJHh4wB9/QMOGqoG6eFHtL1EC7txRSZdzmsg5Nwx6Ay2rtWSm90wi/omg0/JORJyP4MwNNUo8btu4TOES3J3d2dx7MwBjvcbycpWXAajmVI3Yu7G8t/Y9Xpz7In/F/JX/FRZCCCEedzmZdpQubn6OGY3w139tc4MGaef73/9UptRevWDmzJyfz8VFPV+4kLt6CCGEeLz5+cE336g4gC+8ADNmqGTdAElJKrtYuoHbjOO8pv5xZCQsWwalS6vmqnZtFR5hzJgHrN5/k5dMMW7X9VjHyYEns01MtuXMFoypRvq90I+Vb6zE1sqW0BOhtP61tbmMEEI8DDJom1sZszvfvAk1a6p9//ufRWOUXocO6nnGDJUQ2sVF5RvZs0flG4mOVvt/+knlBDl9WuUkKSgZM2v2W90PgIMxBzOFSwjpFoKdtR0AL1V5iZBuIbSv0Z47yXfo5d6L4lbF2f3PbhrMbsDQDUO5mXiz4CouhBBCPG4MBtXZDQ2FRo3Uj4XYWMtpRxni5ufIyZPqTrCdnfqtkpoKffvCggXQvbu62Zwxdfe9VKkCTz+tEqSdPJm7ugghhHh8GY3w0Ueqg7tvH3zwAbz6qpp1m5ysRmSHD1fl/mNawBoWpu4jhoWpWbUjRqjFrD17qvyboPrI2S1GySnT5CWAUsVLYdCntalZJSarPq06wUeDeb3W62zqvQknWyd2nt+J5zxPLsTLzUshxMMhg7a5kVV2Z3t7NesW1C3BDI2RiWkSzfr1anVjTIyKd6vXqz7U+PFqIDc1Ffqp8VNmzIAVKwructJn1lzYcSEu9i40KN8A39q+5nAJoz1HAxCwI8AcMiHkWAj7L+0n5nYMCw8tJCElATtrO4yakSm7p1BnRh0CjwRKwHYhhHjEGY1GPvvsM6pWrUrx4sV55pln+PLLL+X7Pb8FB6vOrqbBgQNqWWmpUmnTjgIDs4ybf19//qmen3tOzX7q2xd++QXeeEOl5M7tIDCk/UgZN+7+ZZOScn9+IYQQj56sEmpaWUGbNurfzzyj4gFu325xmMEAXl7qPuL169C1q+XcqIgI1XfWNOjT58Gr6VnZE1cnV8ZvH5+jxGSdl3cm+GgwzSs3Z9tb26hQsgKHrx7GY64Hx64de/AKCSHEfcigbW5kl935jTfU87//ZtkYgWXsno8+UtuqVLGMbRsTk3ml4v/+B8ePF9wlmTJr9nyuJzNem8Hak2vxXerL1uitANxOuo3vUt9MIRPqudQDYO7rc4noF0HLqi3RoaNciXJcuHmBLiu60G5RO07+KzNxhBDiUTVhwgR+/PFHpk+fztGjR5kwYQITJ05k2rRphV21x0fGFTyxsequ7QsvqP0TJuRtwBbSQiPUq6d+UPzyC3Tpopb85GXAFtTN6Vq11LlGj846llNUlJohfORI3t5DCCHEoyW7hJrt1cxVDhywLJdBdnOjmjaF8HB13/HPP9UEqAeRl8RkwzcOx5hqxL2cO7v+t4taT9XiXNw5ms9tzp5/9jxYhYQQ4j502hM2XSY+Ph5HR0fi4uJwcHDI3cFLlkCPHuq2n7295b6XX1YJPUCt7+jePctTBAer1SKXL1tub9gQpk1T7dySJSr2rYmbG+zereLdFrTgo8EM2ziM6Nho87aqTlWZ1HoSHWp1oPq06rg7uzPyxZE0n9ecsDfD8HL1ItmYzMvzX+bk9ZO0faYtyw4vIzk1GRuDDcObDWe052hK2DyECxBCPFYe6DtbPDBvb2/KlSvHnDlzzNs6depE8eLFWbhwYY7OIZ/hPRiNUL26GrANCbG8IZyaqgY+IyNVKIK8DLK+/rrK4P3aayq2oL09DBqkZj9l5OurBndz4uxZFffpr7/UMqHWraFiRRWK4c8/YedO9R6HDqnrE0I8EuT7+tFXaJ9heLiKaRARoUZaTa5dA2dnNVUWVAwEL68cH27yxhuwfDlUqwYnTuT9vqPJvfq86ePcRpyPwGOuh7nPC3DtzjXaL27P3gt7sbO2I6hrEG2rt32wCgkhnjg5/b6Wmba5ca/szr16pf3blKgjC35+cO6cKlK/fubYtsWKwbx5UKaMyhmi16u3698/ra0rSKaQCZt7b6asXVk8KnpwfMBx/Or4mUMmfNz8YybsnGAOlxB8NJia02sS8U8E1+5cY+GhhTiXcKZeuXokGZMYv2M8dX+oS/DRYFlSK4QQjxAPDw+2bNnCiRMnAPjrr7/YsWMH7dq1y/aYxMRE4uPjLR4iG9mt4AH1etSobFfw5IhppqspbNOtW/DVVzB2bObHwYM5P2+VKipm4dy5aqB3wwYVk3fOHHVje8QI1auWAVshhHgyZJdQs0wZtazU9O9sEmpmN1HXZMIE9XzmjFro8aBykpgMoE6ZOgAEHQkiPDocY6qRMnZl+L3P77R5pg13ku/gs8SHRX8vevBKCSFEFmTQNjeyaoyMRnVrENS6Dcg8CzcDGxu18vHPP1VIhNdfV1kxAwLA0VHdYbx2DfbvV2+j06nJu9OnF9iVWTAFaZ/pPZOIfyLotLwTEecjOHPjDADjto3LFC7B3dmdzb03AzDWayz1Xepz8PJBvGt441zCmXNx5+i0vBNtF7XlxL8nHs6FCCGEeCAff/wx3bp1o3bt2lhbW1O/fn0GDx5Mz549sz0mICAAR0dH86NSpUoPscaPmPv1Uk3bs1lOek8JCap3CyrxmKbd+/HWW7k7v7W1ipH722/qx0xSEsTHqx8vX30F8rkLIcSTI30sQF9fy3A/586pMlWqZDtF9l5zo8CyGfz0U9V3fuAq3yMxGajZuHV/qAvA9H3TabGghTk5WQmbEqzuvpqe7j1JSU2h18pefBvx7YNXSgghMpBB29zI2BgFBKig6i1aWE6FHTPmvqfy84PBg9W/+/cHBwc10UanU6e9eRM2qzFQ82mHDVPt38PiV8ePwK6BHLpyCI+5HvRbrZKPHIw5SGDXQDrU6sCwjcPwrulNSLcQ7KztzMdGXlUtbujJUK7cvoJjMUes9FZsPL0Rtx/cGLV5FLeT8qG1FUIIUWCWL1/OokWLWLx4MQcOHGDBggVMmjSJBQsWZHvMqFGjiIuLMz/Onz//EGv8iLlfL9W03VQuN44fVz8gSpdWS1OFEEKIguTnpxJnHjqkEmmWKqUSa168qPYfOKDiAGYhu4m6oF4HBKj9rq7qdJMn50+Vs0pMBmnJyVK1VMrblyd2ZCwR/SIskpPZGGz4peMvDGk6BIBhG4cxctNIWVkqhMhXMmibW6bGaPduNcp69qzaXqVK2iyV336DpUvve6oOHdTztGlQtqxq22Jj4eOPoXhxOPZfQsq6dcHODpKTVa6SmJh8v6psmZaOhL0ZxsKOC3Gxd6FB+Qb41vY1h0sY7TkagIAdATjbOeMf7o+7szuzvWcDMOO1GbxU5SWMqUbqu9QnOTWZr3d+TZ0ZdSRkghBCFGEfffSRebatu7s7vXv3ZsiQIQQEBGR7TLFixXBwcLB4iGzkpJdatWq2y0nv6ehR9VynTtpKICGEEKIg+fmpcDk6nUqoOWMG3LihOruaBj17qiQvGWQ1UffmTfXs66u2T56cFiZh4sS8LULJ9L4ZEpNFnI8gNiGWAesG4FzCmcu3LzP9tek42jrStGLTTMnJ9Do9k1tPZkIrVbGJuybSd1Vfko3JD145IYRABm3zpkMHlRXMw0NlYA4Lg9On4eef05YD/t//pcWQy4apr7Z4MVy9qhoia2vVjlWvrm5MggpJd+eOCgN08aIauE1KKthLTM+gN+Dl6kXP53oy47UZrD25Ft+lvmyN3grA7aTb+C71Zc2JNaDDPPO2m1s3AErZliKkWwjta7Tn0s1LDG4ymHIlynE+/jydlnei3aJ2nPz35MO7ICGEEDly584d9BlirRoMBlIzDjCKvDEYVOc2NBQaNVKd29hYy17qpEl5y7hy+LB6fvbZ/KyxEEIIkT2jET76SCVt2bdPZeB2coJOndT+KlVg+PAs+8kZJ+o6OKjnQ4fA3x8SE9XYb5MmKjzCZ5/lT5Uzri4tNbEUl25dQq/TE9Q1yCLOraZptHmmDVGxUUzbOw1jqhGdTseIF0cw9/W5GHQGFvy1AN9lvrKqVAiRL2TQNi9MiUMmT1Z3C728VIfKYIC331Zlrl69b+IQ0x1FU8iD27dh0SI1KJuQoLYtXJgWJuHff9WM2507YeDAArmy+0rfqPlv9Qeg1a+tiLwSyVivsVy5fYXRnqPR6/REXlHLOsuXLE/IsRD2X9pPzO0Ypu6ZyuXbl80hEzac3oD7j+74h/tzN+Vu4VyYEEKITHx8fPjqq69Yu3Yt0dHRrFy5km+//ZaOHTsWdtUeD8HBqnOraWrZ6IABajmph4cKjRAYqHqxeWFKQla3bv7VVwghirDr16/Ts2dPHBwccHJyol+/fty6deuex9y9e5cPP/yQp556Cnt7ezp16sTly5ctypw7d4727dtjZ2eHs7MzH330ESkpKRZlwsPDeeGFFyhWrBjVq1dn/vz5md5rxowZuLq6YmtrS5MmTdi7d2+WddI0jXbt2qHT6QgJCcnV36DQZZdg09tbPd+5c88Em35+cOqUmhO1eLHKkwkq+mCPHvDKK2khcufOhb//zp9qp19dOqCRmjl19MOjFgO2wUeDqT6tOgN+U/uHbBhijnEL0Ld+X0K6hVDcqjjrTq6j1a+t+PfOv/lTQSHEE0sGbfPiXolD+vZN+/eff973VH5+aY1Rq1bQq5fquxUvDkFBakzY7r9Qsc2aQcmS6t+zZ8OPPz7ANTwAU6O2ufdmytqVxaOiB8cHHKdG6RoAuDm7kaqlErAjgKpOVbl2+xqdl3emnks9AOa+PpeIfhHmkAn1ytUj0ZjI2K1jcf/RnY2nNxbOhQkhhLAwbdo0OnfuzAcffECdOnUYPnw47777Ll9++WVhV+3RFxys7tK6u1smbHnhBbV/woS8D9iCDNoKIZ44PXv25PDhw2zatInQ0FC2bdtG//7973nMkCFDWLNmDStWrGDr1q1cvHgRv3TfvUajkfbt25OUlMSuXbtYsGAB8+fP5/PPPzeXiYqKon379rRo0YKDBw8yePBg3n77bTZs2GAus2zZMoYOHcqYMWM4cOAAzz//PG3atOHKlSuZ6jR16lR0j2pYm+z6ya+8ojq4puu9R2wDg0HNiSpWTM2wNTWTpnAJDRuqcpqmJu3mV6Q90+rSTnXVrOCj146a95li3GYMAZg+xi2oFaeb+2ymlG0pdv+zG895npyPk9j+Qoi802lPWEDR+Ph4HB0diYuLy3ucvfBwlXwsIgKaNlXLO7ZvV41P+fIqKO2ePdC9u7pFeB9GowqHUKKEWs04Ywa8+65qsJKT4eWX1R3Hzz5TURfeeQd++gmsrGDTJtWoFRZTA+Zd05s2z7RhwG8DmO09mzUn1hB6IpRlnZcxYvMI3J3dGfniSJrPa07Ym2F4uXqRbEzm5fkvc+r6Kd5r+B4/H/iZS7dUA97NrRvftv6W8iXzkHxFCPHYyJfvbFGo5DPMgqnhd3eHkBDL2UipqSo0QmQknDyZt9AIiYnqR4XRCBcuQIUK+VVzIcRj7EG+r4cOHZrr9/v0008pXbp0ro/LytGjR6lbty779u2j4X+jeuvXr+e1117jn3/+oUIW34NxcXGULVuWxYsX07lzZwCOHTtGnTp1iIiIoGnTpvz22294e3tz8eJFypUrB8DMmTMZOXIkV69excbGhpEjR7J27Voi0yWV7NatG7Gxsaxfvx6AJk2a0KhRI6ZPnw5AamoqlSpVYuDAgXz88cfm4w4ePIi3tzd//PEH5cuXZ+XKlfj6+ub471DobW7GfnJ6r78Oa9aof4eF3bMTe79m8tVX4fff1et166Bdu/y7BGOqkerTquPu7E5ItxA0TTO/Dn4jGL9lfkReieTkwJPodDp8l/qaXxv0qs0+fOUwbRa24cLNC1R0qMj6nut51lnCFQkh0uT0+1pm2uZF+sQhgYGqRWnRQq3ZaNEibYZtWBhkWDqTFVOYBFP4uVq11MqRgABwdFRt3tWrasAWVD+sRw916s6d1QqTwpI+XIJpqUj/0P4cunyIwK6BlC1RlujYaD5u/jETdk6gqlNVPCt7Enw0mJrTaxLxTwRX71zly21fYm2wpn2N9uh1epZGLqX2jNpM3zsdY+q9YwMLIYQQj5Tslo+Cej1q1D2Xj97X8eOqx+voqG4mCyFEAZs6dSp79uzhzz//zNFj2rRpxMbG5tv7R0RE4OTkZB6wBWjVqhV6vZ49e/Zkecz+/ftJTk6mVatW5m21a9emcuXKRPwXvy4iIgJ3d3fzgC1AmzZtiI+P5/B/nbeIiAiLc5jKmM6RlJTE/v37Lcro9XpatWplLgMqjnyPHj2YMWMGLi4uObruxMRE4uPjLR6FKrsEm6ZRWFBJXDw87nma+zWT48alvR4+PEdd7hzLmJxs5h8ziY6NxqemD37L/Ag9Ecqk1pMw6A3odXpGNR9FVGwU28+ltdnPOj/Lrn67qF2mNv/E/4PnPE92nd+Vf5UUQjwxZNA2L0yjrGvWQJcuULGiCjy7eTM0b56WJSwmBtIti7mXjGESHBxUI6XTqcHbmzdVSASA775TYYEaNFBxbl9/Xe0vLOljAA1uMhgdOtyc3ShvX54zN84AMG7bOHMDt+r4KvPyks29VcDesV5jec75OdaeXEu3Z7tRu0xt4hPjGfjbQJrOacqBSwcK7wKFEEKI/GRaFnrjBixZomYmpU/KYlpWmtfU2AcPqufnnlM/JIQQ4iFYuXIlYWFhOXrY2trm63vHxMTg7Oxssc3KyorSpUsTExOT7TE2NjY4OTlZbC9Xrpz5mJiYGIsBW9N+0757lYmPjychIYFr165hNBqzLJO+bkOGDMHDw4MOHTrk8KohICAAR0dH86OSKSl2YTH1k0ND1aqRiAiVtKVSJZgyRZVJTlYDuMHB2Z7mXtEI028vUUJFA/r55/y7BMh+YlLklUgCuwaaY90aU43cSLgBwJYzWywmG1V2rMyOvjtoWrEpN+7eoNUvrVhzfE3+VlQI8diTQdu86tABnJ1VbJ4dO9RIa6tWahniihVQrZoqN2dOjk/5ySfqxmSzZiozpoeHCnH38ccqps+8eVCmjMqYOXq0audcXNQKyh49skzC+dCYYgBNaTuFwK6BRF6NxGOuB/1W9wPgYMxBArsG0qFWB4ZtHIZ3TW9CuoVgZ21nPkfkVbWkaHHkYo5dO8ZTxZ/CzsqOPy7+QaOfGjHot0HEJxby3WMhhBDiQZ08qZ5fey1tlU76DqxpiW1eZ8maVvzUr/9g9RRCiByaN28ejo6OOS4/a9asTIOYWfn444/R6XT3fBw7duxBql4krF69mt9//52pU6fm6rhRo0YRFxdnfpw/XwTip/r5qdWohw6pDm2vXmlhBE195NKl1ZLRbAZuTc1fuogTFkzb//c/9fz55xAXl4/XQNrEpClt1GDzjNdmcHLgSfOArSkxWfsl7QEYt32cRWIygKfsnmJz7820r9GehJQEOi7ryNw/5+ZvRYUQjzUZtM2r7dtVIPVNm9LSW4aFqY5Y585p02ZXr4Zr13J0StONSVM4hLfegrt3LcMkXLsGu3er5SLz58OqVWBrq25mjhxZUBebO+ln3i7suBAXexcalG+Ab21ftp/bTnRsNKM9RwMQsCMAZztn/MP9MwV296jkQUJKAs0rNSdVS+X7vd9TZ0Ydgo4E8YSFYhZCCPG4CA5WabCLF1erc+LiVAPv7q5+PwQGqoa/alW1zDQvDvy3OsWU1EwIIQrYm2++SbFixXJcvkePHpQoUeK+5YYNG8bRo0fv+ahWrRouLi6ZknqlpKRw/fr1bEMNuLi4kJSUlClMw+XLl83HuLi4cPny5Uz7TfvuVcbBwYHixYtTpkwZDAZDlmVM5/j99985ffo0Tk5OWFlZYWVlBUCnTp3wukfs12LFiuHg4GDxKBL8/FSoHhcX1RZt2QLnz6cl7a5YUS0dHT48y5lH2UVZAPXa1ExOnKhCC169qrblN4PewMDGA3F1cmX9qfXmBHGmvC5uzm40r9ScKo5V2NF3R6bEZAAlbEqw8o2VvFXvLYyakX6r+/HVtq+kPyuEyBntCRMXF6cBWlxc3IOdaPFiTQNNu3lTvU5J0bSwMLU9LEzTbtxQ+0HTpk7N1akHD0471PSws9O0gAD1dps3q206naYFBWnakiVp5X766cEuqyAEHQnSdP46zWexj+Yf5q/hj7b59GbNZ7GPhj+a8zfOms9iH82YatTi78Zr+KMt/nuxZkw1at6LvDWXb1y0kRtHahUmV9DwR8Mfrf2i9lrUjajCvjQhRAHLt+/sR1ypUqVy9ShdurQWHR1d2NXWNE0+QwspKZrm6qppPj6atmKFash9fDRt1y5Ni43VtBdfVA2+qYHPC6NR0xwc1I+Cv/7K3/oLIR5rBfF9ffPmTS0uLs7iURCOHDmiAdoff/xh3rZhwwZNp9NpFy5cyPKY2NhYzdraWgsMDDRvO3bsmAZoERERmqZp2rp16zS9Xq9dvnzZXGbWrFmag4ODdvfuXU3TNG3EiBGam5ubxbm7d++utWnTxvy6cePG2oABA8yvjUaj9vTTT2sBAQGapmnapUuXtEOHDlk8AO27777Tzpw5k+O/Q5Fqc8PCVFv0399S0zRN+/tvtc3WVtO2bFH/DgvL8vCgIMtmMj5ePfv4WDaTa9ao09jYaFou/lS5kr4/uz16u1ZlShWt+Zzmmvcib03nr9OCjqjKGFONms9iH63q1KpaijHF4hypqanaqM2jzP3ZD9d+mKmMEOLJkdPva52mPVm3ePIto2b6zJgXL8KwYWr6q0n58mnBeJ5/Pi2+XC5OPW0afPEF1Kihtllbq/07dqi7jzVqqFi2Z8+qu5Bjx4KVFWzcqI4vSoKPBjNs4zCiY6PN26o6VeWtem8xJnwMEf0iaFqxKRHnI/CY60HYm2FcT7jOgHUDuHQrLaafUzEnbibdxKgZKW5VnM9e+oxhHsOwMdgUwlUJIQpaoWdBLiL0ej1Tp07N0dJTTdP44IMPiIyMpJppGWIhks8wnYxZtYODM/9+ANWgf/553t7j6FGoW1fN5I2LS/vxIIQQ95Ff39dRUVEMGDCA8PBw7t69a96uaRo6nQ5jAcV0a9euHZcvX2bmzJkkJyfTt29fGjZsyOLFiwG4cOECLVu25JdffqFx48YAvP/++6xbt4758+fj4ODAwIEDAdi1SyWNMhqN1KtXjwoVKjBx4kRiYmLo3bs3b7/9NuPHjzdfr5ubGx9++CH/+9//+P333/m///s/1q5dS5s2bQBYtmwZb775JrNmzaJx48ZMnTqV5cuXc+zYsWzDROh0OlauXImvr2+O/wZFqs1dskSFALp5E+zt1TZNg2eeUck2Fy2Cnj3VitXu3bM8RVbNpKurmrBbo4bqcjdvDu3aqfQyXbrA8uUFcznZ9WcntZ5kDpkAWPRnvVy9Mp1n2p5pDFo/CA2NTnU6sdBvIbZW+RvjWQhR9OX4+/ohDCAXKfl299E0W6Zhw7RbgBERairszp2aVq6cuuVnMKjnAwdyfepmzTLfnFyxQtOKF7echeviommBgZrWrZt6Xbq0pp08+WCXVxBSjCna5tObtbITy2oeP3toSSlJ2uK/F2v4o91MvGlxZ3JF5ApN56/T2i1sp+GPNvfAXC3ifITmvchbwx+t4uSK5ruUtafX1n4/83thX54QogAUqRkjhUin01nM8rkfe3t77fTp0wVYo5yTzzCdjKt0NM1ypc7atWr/4sV5f4+ff1bnePnlB62tEOIJk1/f1x4eHlqzZs20pUuXamFhYVp4eLjFo6D8+++/Wvfu3TV7e3vNwcFB69u3r3Yz3fdtVFSUBmhh6WZ2JiQkaB988IFWqlQpzc7OTuvYsaN26dIli/NGR0dr7dq104oXL66VKVNGGzZsmJacnGxRJiwsTKtXr55mY2OjVatWTZs3b16m+k2bNk2rXLmyZmNjozVu3FjbvXv3Pa8H0FauXJmrv0GRanOzmmmraWnLStu1u+dMW5P0zeTYsaqfnL4v7OqqaZMna5per15v21ZQF6T6s59u+VTDH23diXVZzpS9ceeGhj/agLUDtLCosCzLLItcptl8aaPhj/bSvJe0Gwk3Cq7SQogiSWbaZiNf7z6uWAFdu0K5chAUpLI0R0aqgDpr1kDDhmrGy+3bMHAgfP99jk8dHAydOql/b94MjRvD9OkqARmot3jzTahQQYUJ+vNPdbNyyhTYtw/q1FETeXKRD+ChMcUA8q7pTZtn2jDgtwHM9p7NmhNrCD0RyrLOyxixeQTuzu6MfHEkzec1N8+8zXh3U6/Tk6qpQEe9n+vNpNaTcC7hnM07CyEeNUVqxojIE/kM08k40zajiAiVtCUsDO4Rw/Ce+vWDuXNh1Ci1DEcIIXIov76v7e3t2b9/P7Vq1crH2omcKFJtrtGokmy6u0NICOj1atv06TB4sEroUqkSnDql/n0fwcEq9Lu3t+oTu7mprvf48Sq/S6tWKt3MCy+o/rC+gLL3hEeH02JBC/NKUYs6Hg3OtFLU1cmVya0nW8zGBQiLCsN3mS/xifG4ObvxW8/fqOhQsWAqLYQocnL6fS2JyB5E2bLqWadT6zIcHFRna98+1RC99ZYasAVYuFBlFcshP7+0XGatWqlTjx4NdnZqrPjjj+H0abW/XTvV9xs9WjVmTz+txoq7d88yrnuh86vjR2DXQA5dOcSA3wYA0D+0P4cuHyKwayBlS5QlOjaaj5t/zISdE6jqVJVrt6/ReXnnTMnKWj/T2nzeX//+lWrfVePHfT+aB3KFEOJxceTIkfuW+eabbx5CTUSemTKrDBum7rSGh6c11Okzq+Q1ARnAzp3q2cPjQWsrhBB50qhRI86fP1/Y1RCFzZRlOzQUfH1VG/fMM6qfDKr9i41VmbXvw2hUTae3txr/bdpURVxo2lS99vZWec9KllS5OH/5peAuy7OyJ65OrozfPt6iz2mamJSqpVLevjyxI2OJ6BeRZXIygBZVW7DtrW2Uty9P5JVIms1pxuErhwuu4kKIR5LMtH0Qpjg9sbFqquuqVbB0KcTEWJazt4dbt+4ZrycrppuTFSqoCTfjx6t4ti++qJJL9+kDCQmWx4wdC+3bq/5eQgIMHarayqLImGpk+7ntrDq2iu/2fEf7Gu0Z7Tmao9eO0m91P9pVb8f6U+stZt6GdAvhdtJtHL52YLHfYqwN1vRZ2YeEFMs/xDOlnmGh38JMdz+FEI+WIjVjpJBVqlSJnTt3Urly5Sz3T5o0idGjR5OUlPSQa3Zv8hmmExwM772n0lybVK6stkVEqI5tYKC6c5sXFy6ojNx6PVy7BqVK5U+9hRBPhPz6vj59+jTvvfcevXr1ws3NDesMsbWfe+65B62qyEaRbHOzavtM/WNXV5Wg5T5tX04Xqrz3HsycCS4ucOKEGsQtCOlXjo5qPoo6ZepQ94e6pGqpXL59maCuQeaZtalaKr5LfYm8EsnJgScx6C1nFZ+NPUvbRW05du0YTrZOrOq2ipeqvFQwFRdCFBky0/ZhKF9ePR89Ctevw3ffQaNGqtW4eRNmqxmh3LqlnufMydXpTTcnIyJg/Xq1rVo1dZOySxc1KBsQoMaMJ01S+8eMgTNnYP589frbb9P+XdQY9Aa8XL2Y0nYKgV0DibwaicdcD/qt7gfAwZiDFjNvR3uORq/TE3klEoCT10/SdUVXGpRvAMCabmsY3GQwBp2B0zdO02xOM94KeYtLNy9lWwchhHhUNG/enFatWnE1fafnP5MnT2b06NH8UpBTS8SDMa3rbNpUNd5Vqqjt586ppTJ79jzYgC3A77+r5xdekAFbIUShuXr1KqdPn6Zv3740atSIevXqUb9+ffOzeMJ06AAlSqhR1YULVQig/5LDcfeumnE0fPg9l4ia8nu7uWW937Tdw0MlKIuJga++ysdryCD9ylGPuR6UmliKS7cuodfpLQZsQSXga/NMG6Jio5i2dxrGVMvrrOJUhR19d+BRyYPYu7G8+uurrDi8ouAqL4R4pMhM2wdhmgprCqiTPl5PaqpaBnLokBppNXWkTp9Wr3MhOBg++AAuX07bZmcHCxaot8qYUdPKSk0C/vtv+PJLsLFRbWNRXylpmnl7If4CwzcNp2H5hqzqvoplkcvoEdyDm6NuYmdth+9SXw5dPgQ6cHd259eOv+I0wYnFfovp7t6d83HnaTC7AVfvqIGNEtYlGO05miFNh1DcunghX6UQIjeK5IyRQpKSkoKPjw+XL18mPDzc/PeYMmUKI0aMYMGCBfTo0aOQa5mZfIZkH9dv+3Y1O3bGDNUjzWFcv2y99Zb6cTByJHz9dX7VXgjxhMiv7+u6detSp04dRowYQbly5dDpdBb7q5huWol8VyTb3KymySYmgrMzxMerqbHvvXfPeO65CQl/6xb4+Kg+8OHDqvktKKb+a9CRIKbvm07syFgcbdOSygQfDc6UkyW7GLcJyQn0DO7JymMr0aHj2zbfMrjp4IKrvBCiUMlM24chfZye6GjVOty+rVoNX1+1ffJkGDcu7Zi5c3P9Nn5+aiKOi4u6cwiwcaPq83XurMaMmzdXk3ZmzoSUFJUf7bnnoGNHSEpSz+fO5ctVFxjTzNuez/VkxmszWHtyLb5LfbmecB2AJYeW4LvUl9ATofSt39c8+/bIVRXnsXzJ8gQfDeal+S+ZB2wBbiff5pPfP6H2jNosjVzKE3afQgjxmLCysiI4OJjixYvj7e3N3bt3mTp1Kh999BHz5s0rkgO24j/bt6vfCaNHp2VGMRhU57RnT/VbITpalcur1NS0ZTmvvvqAFRZCiLw7e/YsEyZMoEmTJri6ulKlShWLh3jCZDVNtlgxeP119e+//rIslwVTSPjx41Vzl17GkPDt20ObNqoPPHRo/l1GVkz91051VQbxo9eOmveZQihkzMmSXYzb4tbFWdFlBQMaDUBDY8iGIQxePzjTzFwhxJNFBm0flJ9fWjD1/v0tk5ENGgSlS0OdOmnl581To6q5ZGOjJuKcPKle376tGqEXX1Svd+6Eb75RCThB3VH86CP1ds8/D1euqJUpprxoRd39kpXVKK1Gr+uWrUvAjoBMyco2994MgL+XP/XK1QPgXNw5ugd1p/FPjdkavbVQrksIIR5E8eLFWbduHfHx8TRo0MA8YNurV6/Crpq4l5yu67xHh/W+DhxQS3JKlnywRGZCCPGAXnnlFf4yDcQJYQopGBlpub1LF/W8YoVluSxkzGlmikaYfq7UpEmqnE4HU6ao1adr1sBvv+X7FWWSMTmZMdXIsI3D8K7pTfAbwaw5sYaqTlV5t8G7hHQLwbumN8M3Ds80IGvQG/i+3fdMbDURgO/2fEfXwK4kJCdk9bZCiCeADNrmhw4d1POMGWoA18VFBdKZOlWt46hbV+13cICLF2Hdujy9jZ+fSjQG6u7h2bMqMdnhwyoM0IgR6s4iqMHd6GgVZnfVKrX65OBB6N07893Josqvjh+nBp4i7M0wBjcZjA4dbs5ulLcvj2Mxteyk/aL2hJ4IZUKrCXy0+SO8a3oT0i0EO2s7AHToiE2MtTjvH5f+wGuBFz5LfPj78t8P+aqEECJvVq9ezerVq9m6dSvvv/8+p0+fxtfXF0dHR/O+1atXF3Y1RVay67CamLbfo8N6X6Gh6vnVV9WdXiGEKCQ+Pj4MGTIEf39/goKCLNooaaeeQFlNkzUawdZWPa5dU/3n+9xw9PNTod8PHVJzpExzpSIjYdkyNVdqyRIVSqFmTfi//1PHDRqkojEUJIPewOTWkwk9EYrvUl9m/jGT6NhofGr64LfMj9AToUxqPQmD3oBep2dU81FExUax/VzmFTY6nY6PXvyIJZ2WYGOwIfhoMC1/acnV25lzGgghHn+FGtP2xx9/5McffyT6v4Cszz77LJ9//jnt2rXL9pipU6fy448/cu7cOcqUKUPnzp0JCAjA1tY2R+9ZIHF+TLHqypSB/fvB21stgXRzU4Fl/fzU7BcfH3W7r127PA/cmt7K2loNzK5bp2bPdu2qBmxjY+H8efjpJ2jdWt1pDAxU7WCLFmqZyOjRBRuYvaBkFRPIzsqOBR0XUMauDC0WtCCiXwSNn26M71Jf9vyzh6t3ruJd0xufmj70D+1PQMsAZv0xi+i4tHO8VOUlvm/7Pc+7PP/wL0oIcU9FMjZbIdHr73+fVafTYbxHIo/CIJ8hqvGtUgUqVFDLYl5+OS12rSkGfmSkatjzGtP2+efVb45581RsWyGEyKX8+r6+V3tVFNupx0mRbXNNyTi9vaFZM5g1S81AMileXCUpy0EyTlNI+EuX1L3Oa9fUCtP0OV5cXVVul+HDVTc8IAA+/jjfryqTrPqrVZ2qMqn1JIsYtrEJsZSaWIoBjQbQqW4nPCt7YtBnbv+3Rm/Fd5kvsXdjeabUM6zruY6aT9Us+AsRQhS4RyKmbcWKFfn666/Zv38/f/zxB6+88godOnTg8OHDWZZfvHgxH3/8MWPGjOHo0aPMmTOHZcuWMXr06Idc8wwMBpg4Ef74Q01pHTkSnn1W3Qb8+mvVUjRsCH/+qcqvX2/ZquTyrSZPTguTcO6caowyhkk4cUK9rltXJSpr0gR+/lltGz9e5Sl51KSfebvYbzFjvcaSkJLAL3/9Yg53cDvpNr5LfVlzYg3oMM+87ebWDYAqjlX4pvU32FqlDfJvO7uNerPq4THHQyU4E0KIIig1NfW+D+kIF0HBwVCrllqBc+AAtGwJFSvCokVZr+vMi1On1ICtwZAWI1AIIQqJtFMiE9M02d271Qwi04Bt2bLq2WhUg7rBwdmf4z+mkPDdu8P162rykru7ZcgEd3fo00ftAzWAe/58wVxaeqb+6pQ2UwAVw/bkwJMWA7bBR4Op+4NaiTt933RaLGhB9WnVM8W4BXjZ9WV2/W8Xrk6unL5xmmZzmrHj3I6CvxAhRJFRqIO2Pj4+vPbaa9SoUYOaNWvy1VdfYW9vz+7du7Msv2vXLl588UV69OiBq6srrVu3pnv37uzdu/ch1zwLpgZHp1NZwUzrNXbvVjENpkyBf/6BF14ATVNTYfPIzw+WL1dxet57L+swCQNUGFgOH1bjw199pUIjmMa333kHtj6CYV1Nwd67u3fn85c/N8e99d/qD0CrX1sReSWSsV5juXL7CqM9R6PX6Ym8opaenrx+kq4rutKwfEMAfnjtB1q4tgAg4p8Inpv5HJ5zPfnjwh+Fcn1CCCEeI6aZRabe5MKFalpQTAz06pW2rjMwMEezi7IVGKievbzU+lAhhBCiqOnQAUqUUG3fwoUQFqZmIJUpo1akNG6sOrM5HNg3GtXkJG9vCAmBpk3B3l49h4So7aGhanLTnTswZEiBXp2ZQW9gYOOBuDq5sv7UenQ6nXmfKTlZqpZKefvyxI6MJaJfRLbJyQDqlK3D7n67afx0Y64nXKflLy1ZfGjxw7kYIUShKzIxbY1GI0uXLuX27ds0a9YsyzIeHh7s37/fPEh75swZ1q1bx2uvvfYwq5o1U/KQY8fUIK1pEPfqVRgzRnXOAF56ST3PmaMapzzq0kXF7DGZPFm97aRJkPBfnPKFC2GzyseFv7/qO375pTo2OVn1D00zdh9VpruZm3tvpqxdWTwqenB8wHFzojI3ZzdStVQCdgTg6ujKvIPz8K7pTWgPFfvPydaJAY0HUKFkBfM5d5zfQaOfG1FvZj02n9lMIUYQEUIIQMWzTU5OznH5devWkZAgSSsKVVa9yZ491VSfLVvUTVwXF/W74UEGbAGWLlXPb7zxwNUWQoi8+P7777l7926Oy8+cOZObN28WYI1EkbN9u5pNNHmyag+9vFRMW9N0WEdHiIpS5XJxutGjIWNEDr0eRo1Sp+vbV83ODQpSC14fhowxbiPORxCbEMuAdQNwLuHM5duXmf7adBxtHWlasek9k5MBlLMvR9ibYfjV8SPJmETP4J6MDR8r/VQhngCFPmh76NAh7O3tKVasGO+99x4rV66krilxVwY9evTgiy++oHnz5lhbW/PMM8/g5eV1z/AIiYmJxMfHWzwKhCl5yI8/qhHSpk0t12hUqqT2Oziospcvw8qVD/SWnTunJSYbNkwtAdE0FRIoKEi1hcWKqf3Vq8OHH0JKigqN0KSJWk7Svr2KA/QoM+gNtKzWkpneM4n4J4JOyztxPeE6AEsOLcF3qS+hJ0LpW78v0bHRjPYczZGrRwA187bz8s40KN+A2d6zAWjg0gCAvy7/xau/vkrNaTWZf3A+iSkFHMFeCCGy0bFjR2JjY3Ncvlu3blwy3UwUhcPUm2zbVmVICQ9XA7kGA7zyCkyfrmbc7tr1YO9z9Cj89ZdaftOpU37UXAghcm3IkCG5GoQdMWIEV69KYqUniul3iZub5fbevdWzabA2h79fsjudiWm7nV1aUrIPP0yb4FTQ/Or4mVeFesz1oNTEUly6dQm9Tk9Q1yCLkAmaptHmmTZExUYxbe+0LAdu7aztWNFlBSM8RgDgv9WfXit7cTcl5zdLhBCPnkJNRAaQlJTEuXPniIuLIzAwkJ9//pmtW7dmOXAbHh5Ot27dGDduHE2aNOHUqVMMGjSId955h88++yzL8/v7+zPWNLKZTr4HZzca4Zln4MoVFa9u1aq0W36pqWo5yO+/Q7lyajR13DiVIXPbtgd+2+rV1UqTw4dhxgx4913VJwwMVAO56RsmFxdV5sUX1cDt2bMqFvyWLWqw91GXVfB3V0dXJreZTGJKIj2CexD3cRy9gnup+LU6cHd2J6RbCLeTbuPwtQODmwwm8Ggg/8T/Y3FuBxsHBjYZyPsN3+dph6cf8pUJ8WQqsgk1HjK9Xk+7du0oZroTdx+hoaEcO3aMatWqFXDN7u+J/QyHDIGpUy23ubqqGUZ+fuqmroMDLF6sAvPl1ejRKsOKt7dKdiqEEHn0IN/Xer0eNzc3rKysclT+0KFDHD9+vEi0U4+TIt3mhoerzNgREWqCE6jO7LZt0KOHupEJKmyCl1eeTpdeRISKxBAWBg0aQJ06cOECfPqpWn36sBhTjWw/t52gI0FM3zed2JGxONo6mvdn2X91cmVy68kWA7vp/XzgZ95f+z4pqSk0rdiUlW+sxMXepaAvRQiRj3L6fV3og7YZtWrVimeeeYZZs2Zl2ufp6UnTpk355ptvzNsWLlxI//79uXXrVpaZShMTE0lMTJshGR8fT6VKlQqmIfviCxUKoXlzlZjMzU3NfhkxQrUab7+tsoGtWKE6aCkpcPCgyvj8AIKD0ybXbN6swgFNn54WvzYgQEVnqFRJ9Rejo1VMXDc31ZDFxqo8KIGBec+BUpSYGsZVx1bx3Z7vaF+jPaM9R3Mj4Qbtl7SneaXm7Dy/E38vf8aEjyGiXwRNKzYl4nwEHnM90KHDu6Y3PjV96B/aH5+aPmw6vYm7RnUXU4cOz8qefPbSZ7Ss1tIiTpEQIn8V6c7HQ9S3b99cH/PNN99QpkyZAqhN7jyRn2H6hvmnn6BbNxW7dvx4FWAvMFCtujH1JnPQOc1SaipUrapiAi5blrbEVAgh8uBBvq+zmiRzP4MGDcLJySnXx4nsFek21zTbyN1dhQ0KCVHLRTMm6F6xQi0pzeXp0g8FpKaq/m1kpAoHaAqP0LkzWFur/ODPPpt/l5YT4dHhtFjQwtz3hLQYt+n7njNem8H6U+sJPRFKYNfAbAdut5zZQpcVXbhx9waVHCqxuvtq6rnUe4hXJIR4EI/soO0rr7xC5cqVmT9/fqZ9DRo0oFWrVkyYMMG8bcmSJfTr14+bN29iyMGIY4E2ZEuWqLuElSurDlR2Bg+GixfVyOk778Ds2Q/81qbx4vTs7FQoBL1eJSZLv9LEykpV19kZWreGxEQ1Q/fHH1UutcdFVncu7azsWNBxAcnGZHoE9+DmqJvYWdvRYUkH1p9eT9tn2rKq+yrzzNvFfovR6/T0CelDktEyDnFFh4oMazaM3s/15im7px7y1Qnx+CvSnQ+RI0/cZ2jqRbq5qd5i+t6kqRd56JDaf/hwWm8yL37/Xa3ucXRUjfzjsGRGCFFonrjv68dQkf8MTQk6GzSA/ftVCKGOHVXHNCxMldHpcpyg03Q6b28Vw9bU9JrukQ4erBa8enqqZrhDB7UoxcNDRWPIYs5XgTGmGqk+rbp5laemaebXwW8E47fMj8grkZwceBKdTofvUl/za4M+698JJ/89ifcSb078ewI7azsWdlxIxzodH95FCSHyLKff14Ua03bUqFFs27aN6OhoDh06xKhRowgPD6dnz54A9OnTh1GjRpnL+/j48OOPP7J06VKioqLYtGkTn332GT4+PjkasC1wpri2ixerYLM6nWoRduxQyyBNg7Pffac6cQCLFsGNGw/81p98ombRenikzbDduFE1RJ07q35i+fJqVu3s2WqSb9euKp7tokWqqrNmpcXIfVyYEpWFvRnGYr/FjPUaS0JKAr/89UvmuLcnQ0lJTeGTlz5Br9MTeSUSUHFvuwd1p3GFxgBMbzcd31q+6NHzT/w/DNkwBJfJLrwR+AabTm/KMgaREEKIJ4Qplu0nn6hQCKGhaqA2IgJu31Y9y+hoWLtWZQ99kN8v8+ap527dZMBWCCFE0efnp1aGHDyokrH89hv076/axQYqrwhVq8Lw4eomaA5OFxio7oV6eKioQx4eaQnHpk5VIRSqV1fpZGbMAHt7FU5+5syCusisZUxONvOPmUTHRuNT0we/ZX6EnghlUutJGPSGHMW4BajxVA1299vNq9Ve5U7yHfyW++Ef7k+qlvpwL04IUWAKdaZtv3792LJlC5cuXcLR0ZHnnnuOkSNH8uqrrwLg5eWFq6uredZtSkoKX331Fb/++isXLlygbNmy+Pj48NVXX+V4aU2B3n3M7ewae3v1evJkGDr0gd/edKexfn04cEAlqG7cWL315ctqSUiHDrBhg0pAVqMGJCfDqVNqwPbDD9V5vv8eBg584OoUWdnFvfWt48vU3VPNM299l/paxL39teOvOE1wYrHfYopZFWPIhiGci8s8o7qiQ0V6uffizXpvUrtM7Yd4ZUI8for8jBFxX0/cZ2hadXPzpmrng4OzXv45eDBMmZL394mNhQoVVOD63btVoHohhHgAT9z39WPokfgMTcFoZ8yAUqXUzCJPTzWA6+MDJUuqNjQX4YOMRnXPdNUqNT+qfXt17zTjzNvAQLXgdeBA1URHRkKVKgV6tZlk1Ret6lSVSa0n4VfHL08xblNSUxi+cTjf7fkOAN/avvzi+wsli5UsyEsRQjyAR2Km7Zw5c4iOjiYxMZErV66wefNm84AtqMRj6cMkWFlZMWbMGE6dOkVCQgLnzp1jxowZRScWksGQNqsmOlo1Ordvq5m2zZurtRh9+8LIkRAVpeISgGqwcnAn8X5MdxovXFCvK1VSqyX1ejVgC2pMuX179e+TJ1U1v/oKPvggbZbt//1f2uSdx1H62beDmwxGhw43Zzeql6oOpJt5eyKUvvX7Eh0bzWjP0Ry5egRQM287L+/M8+WeZ7a3mj098sWRVHFULf4/8f/w9c6vqTOjDg1nN2TanmlcvS3ZcYUQ4olgWnUTqVZr4Oen7o6GhamVONOnq+0dOjzY+yxZogZsn31W3aEVQgghHgWmmH19+qg8L6aB2eLFoUwZNWCbvlwOGAxq3DckRC1oWbVKJSezt1fPpu3Dh6uQgM2bw61bKlLhw57CZuqLTmmjbtzOeG0GJweeNA/Ydl7eGXdnd3M/c8ZrM3B3dqfz8s4EHw3O8pxWeiumtp3KvA7zsDHYEHIshKZzmnLi3xMP7bqEEAWjyMW0LWgP5e5jVhmj06tSBc6ehblz1eybGzfUgK63d768fVKSegtbWzUoGxsLW7aoWbjt26vX586pO4wffaSOWb5c7R86VFVdp4OFC9VkocdddjNvJ7eZTGJKIj2CexD3cRy9gntZzLwN6RZiEffW2mBNn5V9SEhJyPQeep2ehuUb8n6j9/Gr44dDsSJ651uIIuaRmDEi7umJ+wxNq24qVFB3RJ9+WvUkDYasM6PkVYMGalnNt9+q3x1CCPGAnrjv68fQI/EZmmbaRkSoEdXsVqT4+2dO2pKL02YUEZGW/7NCBZUL/O5dFSbh3Xcf4HryqCBi3ALs+WcPfsv9uHjzIg7FHPjF9xc61H7AG8VCiHz3SMy0fWyZZs+8807muLYREWoKLKj4Bf36qX9/912+vb2NjZq8a2r3li5Vg7Evvqhe79ihGijTgC2owdmgINX3e/dddcexd281cPu4y27mbXn78jgWcwSg/aL2mWbeZox723VFVxqUV7GY1vVYx2jP0VjrrQFI1VLZe3EvfVf15amJT+G71JeFfy8k7m5c4Vy0EOKxcPfu3cKugsho1Sq1ymbXLujVS/Ugq1WDgAA1YBsa+uCxbPfvVwO2NjaqsRZCiCIoKSmJ48ePk5KSUthVEUWJp6dKxjJ+vFom2rmzCisYEaFWo5qyYo8dqwZ0c8g0MdfNLev9pu2XLkHNmqpZBjVefOZM3i7lQeQmxq1ep2dU81FExUax/dz2e563ScUm7O+/H8/KnsQnxuO7zJdPtnwieVeEeETJoG1B8PRUU10XLlRTW7dvVyOm9vZqCaOTE9jZwfz58N57Kn7B5s1w9Gi+VcHPT82etbJSb3H2rBqs3btXtYONG6tlIZUrqwk6KSnQpYtqN3/4Ad5+W00I6tNHTQh+3Bn0BrxcvZjSdgqBXQOJvBqJx1wP2i9RsSQOXDrA8i7LqVG6BgBuzm6kaqkE7AjA1dGVeQfn4V3Tm9AeoQBsPL2RgO0BtKnehuaVmlOhZAX61e9HCesSpKSmsOr4Knqv7E3Zb8rivdibeX/O4987/xba9QshHh2pqal8+eWXPP3009jb23Pmv57GZ599xpw5cwq5dk84U3D5pk1Vb9AUKO/cOZUldM+eHGfEvqefflLPnTqppaRCCFGE3Llzh379+mFnZ8ezzz7LuXMqB8TAgQP5+uuvC7l2otCZQgquWaM6my++CL/+qmYN/d//pcUrKFMmxwnJIHN0ooxM203l/u//4KWX1H3WPn1Uf/hh86vjR2DXQA5dOcSA3wYA0D+0P5FXIgnsGmgRw7ZOmToABB0JIjw6/J6DsC72Lmzps4VBTQYBMH7HeNosbMPlW5cL8GqEEAVBBm0LgsEA//ufijUXG6s6abGxavpro0Zqls3o0epO4vnz8Prr6rhp0/K1Gl26qJB3Jt98o0ImZJxxmz4PSo8eqs85a5Ya7NU0NRk4HycCF3npZ94u9lvMWK+xJKQk8Mtfv3A94Tpw/7i3Sw8vxbumN6u6rWLiqxO5ePMilR0rU7ZEWYv3Sk5NZu3Jtfxv9f8oN6kcrX5pxbQ907JMcCaEEADjxo1j/vz5TJw4ERsbG/N2Nzc3fv7550Ks2RPOaFTTdby9VfC8jz+G06fVOsyFC6FZM3XD9kFj2d68CYsWqX+/884DV1sIIfLbqFGj+OuvvwgPD8fW1ta8vVWrVixbtqwQayaKDD8/NZM2IUF1Sp2c1OrUyEjVZ9br4epV1V/efu+ZpSbpJ/CmplruS01V211cVP6X8HDVz50/X+U927kzbebtw3avGLcmwUeDqftDXQCm75tOiwUtqD6terYxbgGsDdZMbTuVxX6LKWFdgi1RW6g3qx5bo7cW7AUJIfKVDNoWlBpqRibnzqkGqFQpGDBALWeEtFkyly6p23wACxbA9ev5Wo3OndMSjH30kapO+hm3TZrAbBXjnGHD1B3Grl1Vf/OHH9Q2UEmuP/44cwP4uDLNvO3u3p3PX/48yzughy4fIrBr4P+zd+bhMV1vHP9ONtlkQSKxZUJQ+5YqEUqpNSlStJafpWppaaml1jKxU4qiNCqWEiSSUsRSGmQZW+0EQUKonSzINjPv74/TO0syiUkyk5nE+TzPfSZz7r3nvncu59zznvd8X2X0bX2X+lgYsxBudm549OqRUkKhoStbiyM5JskjKt/eoz0AoLJdZchJjqOJR/HtwW/hscIDzX9tDskxCc7+exYKekd+eA6H81a2bNmCoKAgDBw4EOZqS+ybNGmC69evG9Gyd5zoaKZL1LUrsHMnGxECLMHKwIEsqigpSefBZ75s386yp9Spo3NWbQ6HwylJdu/ejdWrV8PX1xciYak7gAYNGuD27dtGtIxjUgjj5chIlqgzKorpvX/9NfD556rjdExIpp4TvFcvprYgqBN+8AErf/RIpVzk5QWcP8/GvAAbM8fF6fcWdcXczBzftPwGYicxDt46qPH/RkhOpiAF3O3dkTIlBdLh0rcmJxPo36g/zo48iwYuDfDo1SN8tOUjzDsxj8slcDilBO60NRTCuotRo5h3tHlzNmuYkqKpa5uQwAZdjRsDb96onLl6ZMYMNuso9It797JgHz8/FlW7dy/g6QlMm8b2e3gAY8YAOTksOnf+fFa+eDGTznsXJRQLo3v7eSP2kiE4ay8+uggAaF2tNXZ/vhufN2T7na2dMablGNhY2ODxa9VSFSszFjl3/tF5BB4PxPvr30e1n6rhyz+/xB/xfyA9K73E7pvD4ZgeDx48gJeXV55yhUKBnJwcI1jEAcC0bAHWgQ4YoBoRCnp86mJ6RYWIZUwBgJEjVbp/HA6HY0I8ffoUrq6uecpfv36t4YzivOMI42VnZ6B/fzYmNjdnK1c+/lh1XKruOUACApgK0eXLLG7KwYF9nj0LeHtrOnIbNWIBTjY2rNuWy5mv+LmRFOtya9xKk6VIyUjB2MixcLVzxePXj7G6+2o4WjuiVbVW2P35bvjV8cOkw5Pe6oB9r9J7OPXlKQxpMgQKUuCHqB/Q6fdOuJ92v4TujsPhFBXutDUUgq7tvHlM1/bMGTZr6OiYV9dWoVBlfl61inlL9Ygw65iQwL4fO8aCffz9Wce2b59K/x1g+x49Yub/8QdTcti0ienjhoQAnToBT57o1cRSga66tz3rsqWvV55cgYIU+P7I9wCAJR8veWvysoUdF+bJBiqCCA9fPcSG8xsQEBqAiksq4uPfP8bSuKW49PgSSNB94nA47wT169dHtJZozV27dqFZs2ZGsIiDiAhgxQr29/r1eUeEERF5xfSKwpkzLCyoXDlg6NDiWs3hcDgGwdvbG/v371d+Fxy1v/32G1q3bm0sszimhjY9g4gINuE5bJjquO++K1RCsoAA4NYtlTqRmxsLVjp1iknO29uzz927WfnkycDq1eyyycmsezXW6lJ1jVufYB84L3HGw1cPYSYyQ3i/cA3JBCJCl1pdkJiSiFWnV73VcWtnZYdNvTZhU89NsLO0w7GkY2iyrgn2XN9j6NvicDjFQETvmMcnLS0Njo6OSE1NhYODg2EvNmcOMHs2y/i1ZAmLsrl4Efj+ezaY+/JL4LffWI/SujXzkj5+zITYBw3SuzlhYWwWUV1k3dOTjSeXLgVcXZl8kFTK+k+xmDlwQ0OZPu7RoyznSWoqS2D2xx8sgPhdRa6QI/peNB6mP0TCiwRIjkngV8cP3/t8j0F/DEJ1h+pwsnbCvgSWnCx9WjpsLW3Ra0cvXH58GRABjVwb4ffev8NpsRPGfzAeK0+tRI86PZCSkYLktGRsC9iGhTELsT9hP1pVbYXElESNqFwAcLd3x8e1PkaXWl3wcc2P8+jmcjilmRJts0sJe/bswZAhQzBt2jTMmTMHgYGBuHHjBrZs2YJ9+/bhY/XoFBOgzD9DuZyN9Bo2ZI7ZRo3YSNDMjI36evViIT8NGwJXr7IZVHPzt9WqnaFDmZTS//4HbNmix5vgcDgc/bXXMTEx6NatGwYNGoRNmzZh1KhRuHbtGuLi4nD8+HG0aNFCj1Zz1Cl1fa6QwNPPj42HZ8zQTMAi9KUiUZESeR47xha+SKXMUZsbqZRF4kZFsdiq1q2BrCxg7lxg5szi315REcaZ4dfCsfrMaqRMSYGjtaNyf0R8BCYenoiklCRlmdhJjGWdl2k4dvMj4XkC+of3xz8P/wEADG82HMu7LEf5cuX1fi8cDkc7urbXPNLWkOTWtXVwYDOKUikrFxLG7NnDoma++YZ9X7pUlTVTj+ROTDZxIgva2bqVOWwfP2a+YmECPCmJfQ4YwPrIjh2BkyfZbd27x/rTTZv0bmapIT/d27ab2uJu6l3EJMfg78S/8WWzLwEUPnnZ3dS7yFHkYGjTobCxsMHJByeVDltna2fUrlAbVuZWePjqIbZc3IKBEQNReWlleAd5Y+qRqThy5wgycjKM9vtwOBzD0LNnT+zduxdHjhyBnZ0dZs2ahfj4eOzdu9fkHLbvBIKW7YwZecX0Xr9mA9GkJGD/fta/F9Vh++wZsGMH+3vMGD0Zz+FwOPrH19cXFy5cgEwmQ6NGjXD48GG4urpCKpVyhy1HE0HP4NIltryTiDlrHzwAwsNV42N7e2DSJDZRWggERSJBoSg36spFzZoBa9ey77NmMaldYyGMMz+t/ykAIP5ZvHKfoHGbO1eKrhq3AFC7Ym3EDY/DZJ/JEEGEDec3oMm6Joi+W0zdfQ6Ho3e409aQCEsgQ0KYsrlIxJy3MTFs6aSQAWzlSjbLOHo0k0y4eBE4csQgJvXpwyJnLSzY2LJSJdZJmZmxpSFLl7LJTHd3pucjJCfr25dF6r73Hkti1r0707YdNowlr87gvkEN3duQgBAEtg+Eq70rfjvPnPNFSV625/oerRIKmbJMJLxIQLY8GwDgYOWAynaVQSD88/AfLI5djI9//xjOi53RflN7SI5JEJUYhUzZOyhIzOGUQdq2bYu//voLT548wZs3bxATE4POnTsb26x3E2FE+PIlC8+RSDTF9EaNYvvHjSt0hJAGv/3G6m/RgskscTgcjglTq1YtrF+/HqdPn8a1a9ewdetWNBK02AzEixcvMHDgQDg4OMDJyQnDhw/Hq1evCjwnMzMTY8aMQcWKFWFvb49PP/0Ujx9rrmq7d+8eevToAVtbW7i6umLy5MmQqS9dBHDs2DE0b94c5cqVg5eXFzZpiWxZs2YNxGIxrK2t8cEHH+D06dN5jpFKpfjoo49gZ2cHBwcHtGvXDhllfaAVEABs2MD+DgxUJSQLCGDe0woV2Ng5MbHQyTyF4bigUJSb3MpFw4axITkR07e9erUI96NH2tZoC7GTGAuiF0BBCsgVckw8PBF+dfwQ8VkE9t7cC08nT4xqMapQGrcAYGVuhSUfL0HUkCh4OHogMSURH276EBMOTcCbnDclcHccDkcXuNPWkAg6PYsWARs3smib6GgWompryzKAicVM83bSJKZz+yWLysSSJQYzS4i4FYnY5QEWEJQ74rZFC+bYFRAibp2cmOmCH/q339j48do1g5lcasgdfVvU5GWC7q0QfbtvAJNYOHz7MKYfnY6ONTvCt7ovPBw9ML/DfOQocjRkE+yt7FHBugKy5Fk4fvc4Ao8H4qMtH8FpkRM6bumI+SfmIy45Tun05XA4pYfk5GTcv69KHHH69GmMHz8eQcJEIKdkEQTju3dnHeXs2Wy0FxjIJm1Xr2b7e/Ys+jVkMlV662++4QnIOByOSZOWlqZ1S09PR3a24d49Bw4ciKtXr+Kvv/7Cvn37cOLECYwcObLAc7777jvs3bsXYWFhOH78OP79918EqE2wyeVy9OjRA9nZ2YiLi8PmzZuxadMmzJo1S3lMYmIievTogQ4dOuDChQsYP348vvzySxw6dEh5zM6dOzFhwgTMnj0b586dQ5MmTdClSxc8UUsUIpVK0bVrV3Tu3BmnT5/GmTNnMHbsWJiZvQNDduF3mDBBMyHZpUtA796q4wrpRdUmmyuQk8MClFxc2KWEIN6VK4EPP2R+Yj8/NjY2FrmTk607uw5JKUnwr+OPgJ0B2HdzH5Z2XgpzM/NCa9wKfCj+EJe+uoRhTYeBQFh+cjkar22MY0nHDHtzHA5HN0gHnJ2dC7VVqFCBkpKSdKm6xElNTSUAlJqaWjIXDA8nYsM3oqAgorQ0ouhootatWVlgIPsOEEVFESUmEpmbs+9nzhjctMqVVeYBRO7uRJMnE4lERP7+zGSAqF8/1TGhoao6/vpLVYe1NdGaNUQKhUHNLrWEXwsn8QoxQQLlZjvPlsKuhlFUYhRBApImS0mukJN/iD+5/eimLIu7F0eQgNyWupF/iD/JFXJlmUgiIr8QP/Ld4Eseyz0o5m4M+Yf4EySgb/Z/Q8P3DKePNn2krE99s55nTR9u/JBmHJ1BBxMOUmpmCf2/4HB0pMTb7FKAr68vbdmyhYiIHj58SOXLl6fWrVtTpUqVKDAw0MjW5aVMP0Ohj7exIfL1JUpNJZJKWQcqEhGFhbG/PT2JZLKiXyc0lF3HxYUoI0N/9nM4HI4a+mqvRSIRmZmZ5bvVqFGDZs2aRXK5XE+WE127do0A0Bm18dOBAwdIJBLRgwcPtJ6TkpJClpaWFBYWpiyLj48nACSVSomIKDIykszMzOjRo0fKY9auXUsODg6UlZVFRETff/89NWjQQKPuzz77jLp06aL83rJlSxozZozyu1wupypVqtDChQuVZR988AHNnDmzKLevpNT2uVFRrJ/773en8HAisVhzoAoQ1a1b6MFmeLhqbBsXx4bjCxawrlu9arGYHUtE9OwZUa1arLxFC3aOMdE2jvRc4Unh18Lz3S9eIVbu15X9N/dTtZ+qKesY+edIevHmhSFuicN559G1vdbJaSsSiWjlypW0adOmt24bN24kGxsbun37tl5uRN8YpSMbPz5vh6O+eXiwz5AQdvz//se+9+5tcNOysojc3FR94vPn7G9/f6KcHCJvbyILC01zLSzYOFTg4UOiLl1U+7t0Ibp/3+Cml0pkchlFJUZRyKUQCjwWSCKJiPxD/Ck6KZo8lnuQ7wZf8tvmRyKJiMYfHE+QgFIzU/M4cYmIXr55SZCAmq9rruHEjUqMorCrYWQzz0aj4/ZY7kHf7P+Ghu0eRm2D21LFxRXzOHHNAs2o2bpm9E3kNxR6JZQepj808i/GedcptYMPA+Lk5ETXr18nIqKVK1eSj48PEREdOnSIPD09jWmaVsrsM5TJVB1mWJjmiDAlhahNGyJbW1YeXrhBUx58fFgHW8zBPIfD4RSEvtrrzZs3U7Vq1WjmzJn0559/0p9//kkzZ86k6tWr06+//krz5s0jJycnmj9/vp4sJ9qwYQM5OTlplOXk5JC5uTlFRERoPefo0aMEgF6+fKlRXqNGDfrpp5+IiOiHH36gJk2aaOy/c+cOAaBz584REVHbtm1p3LhxGscEBweTg4MDERFlZWWRubk5/fHHHxrHDB48mD755BMiInr8+DEBoJ9//plat25Nrq6u1K5dO4qOjtb1JyCiUtzn5tenSqVsQrRZM9Vg89tvC129Nh+wrS3RwoVE6ema861Cl33jBlGlSuzYTp2MP2cqk8touXQ5QQJac3oNyeRsMjj8WrhyTBl0Nki53z/En0QSUaEdt6mZqTRq7yjl+NBliQttubCFFDwyi8PRK3p32j5+/Fjni9vb23OnrTrCzOGIEawn8PEhiolR9RC+vqqoWyKiq1fZcQDRlSsGN089GHjiRFVQsLc3+9vb++0Rt3I50cqVLNoWIHJ0JNqwgUfdvo38om8XnFhA+2/sJ0hAvht8NZy46VnpRES0+tRqZadMRJSWmUaQgMYfGE8iiYh8N/gSJKDIm5G0MHqhVifu2P1j6cs/v6TOv3cmzxWeeZy4kIBqraxFg/8YTEFng+jqk6skV+gvKoLDeRuldvBhQOzs7CgxMZGIiPz9/WnRokVERHT37l2ytrY2omXaKbPPUNeooOJGP0ulrB5LS6J//y222RwOh5Mf+mqvP/roI9q5c2ee8p07d9JHH31ERERbtmyhunXrFus66syfP5/q1KmTp9zFxYV++eUXreds27aNrKys8pS///779P333xMR0YgRI6hz584a+1+/fk0AKDIykoiIateuTQsWLNA4Zv/+/QSA3rx5Qw8ePCAAFBcXp3HM5MmTqWXLlkREJJVKCQBVqFCBgoOD6dy5czR+/HiysrKimzdv5nvfmZmZlJqaqtySk5NLb5+be/VKSgqbCBW8qZ9/zvaLRERF8DXIZERHjrBFKz4+RNnZmvvl8ryLY06dYs5dgMjPjwU8GROZXEbiFWLlykv17znyHPIP8SfPFZ4kk8tIrpCT3zY/cvvRjbZe3EpRiVFKR68uHE86TvXX1FeOCT/c+CFdeHjBgHfH4bxb6Nrn6iSQo1Ao4OrqqrPkQnp6OmrWrKnz8WWetm0BDw8mGtujB9O1bdUKOHsWuH2badXZ2ACbNjExnfr1VclKFiwwuHkBAZrJyQBg5EjgwgXA25vp3QYFsf2hoarzBI1bgCUy+/Zb4Px54P33gdRUYPhw4OOP2S1ytJNf8rLpf09Hj+09AADnHp5DaN9Q9KzL9BCvPLkCBSkQfD4YADCw0UBlOaC7Du6T10+w+sxq/HbuNxy+fRgEwroe6/BDux/QuWZn1HKuBQC4/fI2tlzcgpH7RqLBLw1QaUkl+IX4YWH0Qpy4e4IL1XM4JUyDBg2wbt06REdH46+//kLXrl0BAP/++y8qVqxoZOveIdQTkG3fzhKl3LjBEqiEhAD797P9tWsX7zpCxzxwoCpTCofD4ZgwcXFxaNasWZ7yZs2aQSqVAgB8fX1x7969t9Y1depUiESiArfr16/r/R5KGsV/gqujRo3CsGHD0KxZMyxfvhx169ZFcHBwvuctXLgQjo6Oyq169eolZbL+CQhgevAZGSxxt5MTS+p55QobdP7+O9CgAZsS7dmTjaELgbk5254+ZV2rpaXmfjMzYNo0zXxnLVuyXC7W1sC+fSw3TKYR8zoXRuN29/Xd+OfhP3j0+hEG/TEIHTZ3gNcqL0TER+h0rXYe7XB+1Hks7LgQNhY2OH73OJoHNcfofaPx9PVTA98ph8MR0FnVfN++fcrOhFNIzM2BL75gHVBKCrB4MVCrFtChA8v4dfIk6wnUe4iZM9nnjh1ACbyICMnJBPr1Y/3gyJFA69bMv9y0KXPeAsB337H9ffsCc+aohNvfew+Ii2N51KytgaNHgYYNme/ZgHkHSjX5JS8TnLgZsgxsubgFFiILeDh6YPLhyei5vSfOPToHAIh/Fg8FKbAwZiHc7Nzw6NUjTG87HdeessxwghN3z+d7sOTjJbibehczo2ZqOHFjhsWgkk0ljN4/GnNPzMXhO4dx++VtVHeojkGNBqFX3V5oUrkJrM2t8TLzJfYn7Mf0v6fjw00fwnGRI1qub4nxB8dj55WdSE5NNubPyeGUeRYvXoxff/0V7du3R//+/dGkSRMAwJ9//omWLVsa2bp3iNwJyDp0AOrWBV68APr3B5yd2f7iOFpv3wYi/htcTZxYPHs5HA6nhKhevTo2bNiQp3zDhg1Kp+Lz58/hLLSTBTBx4kTEx8cXuNWsWRNubm4aSb0AQCaT4cWLF3Bzc9Nat5ubG7Kzs5GSkqJR/vjxY+U5bm5ueJwrE5Xw/W3HODg4wMbGBpUqVYK5ubnWY4Q63P/rK+rXr69xTL169Qp0bk+bNg2pqanKLTm5lL+HCxOdkZFsAjQqio2FK1QAwsLYIBRgjlxhvFwIhPnWhg3z7pPL2TwswMawwvj2o4+A3buBcuWAP/8EPvkEePWq0JfWGwH1ArCr3y5cfnIZYw+MBQCM3DcSV55cwa5+uxBQLwAR8RHoE9oHTd2aAgCCPwmGdLgUjVwboU9oH50dt1bmVpjqOxXxY+LRr0E/KEiBX//5FbVX1caimEU8eIfDKQl0Dd01NzenKlWq0PTp0ykhIaHYocDGwmjLNENC2LoKQRhHXc924UKibt3Y9/HjVed88gkrGzCgxMwMDdWuYevtzTRu/f2JXF2JatTIX7hdICGBqGNH1TH16hH9/XeJ3UqZIT8JhXnH5+lNB1fQ1638Y2VyX+pOKRkpWiUVxMvFtODEAvp639fUMqglVVhUQaukQtVlValPaB9aGruUYu/FUkYOT5zDKRpldml9MZHJZPTihWZiiMTExEJJGZUUZfIZllQCsq++Ytfp1k1/tnM4HE4+6Ku93rNnD1lZWVHjxo1p+PDhNHz4cGrSpAmVK1eO9u7dS0REv/zyC3333Xf6MJuIVInIzp49qyw7dOiQTonIdu3apSy7fv261kRk6v3rr7/+Sg4ODpSZmUlELBFZw4YNNeru379/nkRkY8eOVX6Xy+VUtWpVZSIyhUJBVapUyZOIrGnTpjRt2jSdf4dS3+fqKj0kbLl0ggtbvYC2y+Qe3x49SmRnp0pO9tDIqT/y07hVl0yIuRujzHlCRMqE14KEQmE5nnScmq1rphzzVVlWhX49+ytly7LffjKHw9FAr5q2RET37t2jwMBAqlmzJpmZmVG7du1oy5Yt9ObNm2IbW5IYrSMTegh3dyais3UrKxMGczExqv1C2blzKt2eEtC2FQgLU3VWgoZtUBAbfwrmCDK8P/7IPmvXzqtzS8Q0bbduZY5eoc7PPiO6d6/EbqdMkDuBmb51cF2WuGh07IIT1y/Ej3w3+JLHcg+KuRtD3r96a3XQfrrzU+ryexeq83MdMpOY5TnGco4lvR/0Pn0T+Q1tu7SNbr+4zcXsOTpR6gcfnLL3DEsqAdnjxyqh+KgovZnP4XA4+aHP9vrOnTs0ZcoU6t27N/Xu3ZumTp2q1GM3FF27dqVmzZrRqVOnKCYmhmrXrk39+/dX7r9//z7VrVuXTp06pSwbPXo01ahRg/7++286e/YstW7dmlq3bq3cL5PJqGHDhtS5c2e6cOECHTx4kFxcXDQcqXfu3CFbW1uaPHkyxcfH05o1a8jc3JwOHjyoPGbHjh1Urlw52rRpE127do1GjhxJTk5O9OjRI+Uxy5cvJwcHBwoLC6OEhASaOXMmWVtb061bt3T+DUp9n/u2hGS+viqRWYCofHmia9eKVL38vzQd4eHsMn5+rHoPDzY0z52YjIjo5ElVDFaNGkT//KPf2y8suTVuiYiiEqMIElDsvdg8DlqZXKYcDy6XLi+S41Yml9GWC1vIY7mHRg6UDec2cOcth1MI9O60Vefvv/+mwYMHk52dHTk6OtKoUaPo9OnTRTK0pDFaRyaTEVWuzFr42FjN8qNHiZo3J6pQIe/gLCCAlX36aYmaqy3iVixmzlc/P7Zpi7i1sGD9a25eviQaM4bIzEwVnBQYSPT6dYneVplBFydu2NUwZactTZaSXCGn5uuaEySglIwUIiJlpK1wTG4nblGicWv8VIO+2P0FfR72ObXZ0IZclrhojcZ1/dGVPtn+CS04sYD+vvO30rHM4ahT6gcfeqJZs2bKyNqmTZtSs2bN8t1MjTL3DEsqAdmMGayeli15Vk8Oh1MilPb2+vnz59S/f3+yt7cnBwcHGjZsGKWnq94vExMTCQBFqY21MjIy6OuvvyZnZ2eytbWl3r1708NcIZRJSUnUrVs3srGxoUqVKtHEiRMpJydH45ioqChq2rQpWVlZUc2aNWnjxo157Fu1ahXVqFGDrKysqGXLlnTy5Mk8xyxcuJCqVatGtra21Lp1a4qOji7Ub1DanyERvT0hWVgYUY8eqolNLy+i588LVb3gC46OZk5aX182vlV30mpLTEbEVpMKAUvW1kTBwcbtpsOvhZNIIiL/EH+KuxdHG85tIEhA3bZ2I5FEROHXwpXH5R4zileIlfsLS2ZOJq2QrqBKSyppJLpee2YtvckuXYF9HI4x0LW9FhERFVVaIT09HTt27MCmTZtw8uRJNGzYEBcvXixqdSVCWloaHB0dkZqaCgcHh5K9+HffAStWAN26AT/8ANy5A0yerBLXERg/Hli+nP199SrQqBEbAp49C7RoUWLm7trFNGsBJqXXvj3g7w/4+jJteJEIaNOG/b13L3DsmCpfSmio6lx1LlxgCcsE6d7q1YFFi4DPP2fi75yiIVfIEX0vGg/THyLhRQIkxyTwq+OH732+x6A/BqG6Q3U4WTthXwJLTiYdLkXLqi3Ra0cvnLx/Ek/fPEX6tHRcfnwZPsE+ymNaVWuF9Kx0OCxygIutC1pVa4UpbabAd6MvAtsHQnJMgh51eiAlIwXJackY2Xwk5kXPQ4YsQ2mb2EmMyT6T8ejVI5x+cBr3Uu8h4XkCZKSZPMBMZIbGlRvDp5oPfKqzTewkhkgkKrkfkmNyGLXNNiECAwMxefJk2NraIjAwsMBjZ8+eXUJW6UaZe4bbtzMN2/R0wN6elcnlrGN7+BBwdGRJR0NCmLZtUUhPB2rUYDr4ERFA7956M5/D4XDyQ5/tdUpKCk6fPo0nT57kyYsyePDgYtXNyZ8y0+fOmQPkfp/x9ASWLmUJy6RSlqSscmXg8WOmK3/oUN7sYvkQEcHGt0lJ2qsXEC4TFcXGwgIpKSw/aGQk+96/P7BmjUrOvqSJiI/AxMMTkZSSpCxzt3fH6u6rNTRu/er4wb+OP0buG4k13dfg4K2D2Hdzn1ILtyi8zn6NdWfX4ce4H/H4NdNtrmRbCV97f40xLcfA1U73hPYczruEru11sZy2AHDnzh0EBwdj7dq1SEtLQ05OTnGqMzhG7ciOHWMdipsb8OiRqtzdHfjxR+DNG5b5SyRiHlOhx/jf/4CtW4GOHYG//mL7S4iwMDY2VU/OWaMGy5op5Ls5fRqwtdXs9Cws2Li2T5+8dRIxp+7kyYCgle/tzfKzffSRwW7lnUJbx21rYYvpbadj/bn1Sifu/oT9kLSXYPax2Yj9IhaLYhZpOHHtrewhTZZqOHIbuDTQcOLu/nw3Tt0/BZ9gH4gg0nDibgvYhvEHx+Psw7Ma9tVwqIHOtTojQ5aBB+kPcOv5LdxPv5/nPtzs3dCmehu0qd4GvjV80dStKSzNdXsZ45QNyszgQ0/I5XLExsaicePGcHJyKpFrPnjwAFOmTMGBAwfw5s0beHl5YePGjfD29tbp/DL3DI8eBTp1Yhmu27UD2rZlCUcF8hvhFYYffwS+/54lNrt2jc9qcjicEkFf7fXevXsxcOBAvHr1Cg4ODhoT8CKRCC9evNCHuRwtlJk+V5ggjYxkHlJ3d83+Nj0dcHBg0T/z5rHMYF9+ybJm6zhWlssBiYSdHhkJdO6s2Z2rX0bbPKxCwcavP/zA6nJ3B375BejZs0SH60qEIJ4HaQ8w6a9J8Hb3xp7+e0BE8FrlhUaujRDxWQQCdgbgypMrSPgmASKRCD2398TZf89iaeelqOpQFW1rtIW5mfnbL5iLjJwMrD+3Hj9Jf8Ld1LsAgHLm5fBZw88wusVotKrWigfjcDhqGNRpm5GRgbCwMAQHByM6Ohqenp4YNmwYhg4diqpVqxbLcENj1I5MLge8vIAGDYB//gGqVGEDMyF0dfJk4MED5sG8do1lpjY3Z97QunWB7Gxg/36WqboE2bUL6NePmZ6QwEyePFkz4tbPj0XhjhzJjg0NZefmF3ELMB/18uWsrxUycHbvzjo/bRk9OYUjd/Ttxgsb8zhxZ7abia+8v0L9X+pDQQo8fv0Yge0DMfvY7EJF46ZkpMB5iTOauzXHmZFnlE5cIRrX1c4VZiIzxI+Jx9qzazHn+ByNaFwPRw/0qdcHMpLhQdoD3E29iwuPLiBHoTkJZGtpiw+qfgDfGr5o59EOraq1gr2VfYn8nhzjUGYGH3rE2toa8fHx8PT0NPi1Xr58iWbNmqFDhw746quv4OLigoSEBNSqVQu1atXSqY4y9QwjIoAJE4C7d1VlYjFbZhIQwEZwvXqxrNZCH15YsrJYuM/Dh0BwMDBsmL6s53A4nALRV3tdp04ddO/eHQsWLICtra0eLeS8jTLT5wrBTlIp0KoVK1Nf1fLiBTB2LJsgffWKeUoVChYqO3FisS6jTkwM8xXPnMnip3LP0wLAyZPA0KHAjRvse/fubIxbp05Rblw/qEfWdqnVBWMPjEWQXxD23tyrEVkbER+BsZFj8fCVauWv2EmMZZ2XFTnyVqaQISI+Asuky3D6wWlleePKjfFlsy/xecPP4WLnUux75HBKOwZx2p48eRLBwcEIDQ1FdnY2AgICMHz4cHTo0EEvRpcERu/IIiKATz9lfwcFsRDV3BIJ7u7su3qUzuTJrBOqVw+4eFHnpR/6NDv3OFWIuP3gA7a/dWsmf6AelWtmBsyaxTq6/MauT54Ac+cC69axc0UiYNAgtiJGR58ARwfe5sQFAO8q3ljeebmGpIIu0bhrTq/B2ANjsab7Gnz9/td6kVSY12Eenr15Bul9Ke6m3MX1Z9eRkpWiYa+5yBwtqrRAe4/26ODZAb41fLkTt4xh9DbbBPH29sbixYvRsWNHg19r6tSpiI2NRbSgaVMEyswzjIhgy0f8/Fgk7fTpTCOICIiNBRYsYKO+ffs0V8sUlvXr2QxotWrA7duAlZV+74PD4XDyQV/ttZ2dHS5fvoyaNWvq0TqOLpSZPlcIdmrUCNi9m2259QzUl3auWMGkCEUiYM8eFk1UhMuoL2zZtQsYPBjIUA1RNOZp1cnIYOPZpUuBnBw27v3yS2DGDCYHaAy0rbz0dPLE0s5LNSQTunp1xYFbBxD8STDqudTDgugFxZZMAAAiwukHp7Hun3XYcWUHMmWZAAALMwt09eqKQY0GoUedHnzsxnln0bm91lUkt169emRmZkYtWrSgX375hVJSUooot2tcTEKcffz4vAlL3N2Jtm5liU26dWNl48erznn5UpWqcuVKo5gtk7G8KoLJ333HPoOCiLy92d/e3kSjR+e9PVfXtyfRvnmT5VsTzjE3Jxo2jMjAiWbfWdSTmUUlRlHYlTCtCc0WnFhAL9+8JPel7lT5x8rKpGT6SnAmkojIL8SPfDf4ksdyD4q5G0Pev3rnSVzmsdyDxuwfQ8N3D6dOWzpR9Z+q5znGYo4Ftf6tNc04OoOO3jnKRfDLACbRZpsYBw4coKZNm9LevXvp33//pdTUVI1Nn9SrV4/Gjx9Pffr0IRcXF2ratCkFBQUVeE5mZqaGPcnJyaX/GeaXbjp3AjJPz7d3dm+7jpcXq2v5cr2YzuFwOLqirz63d+/etHPnTj1ZxSkMZeq9ScgY5u3NPrt1YwNPYawslIeHs0xgo0axcnt7osuXC30Zf3+W7ywtjWjBAlXXvnAhUXo6G6YLudDy6+qvX2cJzYRzLS2Jhg8nunpVT79JIZHJZbRcupwgAa05vYZkcpmyXLxCTP4h/hRzN4YgAUUlRhERUbYsm1r/1ppclrjQkdtHlOcUhxdvXtDPJ38m7yDNMZ71PGvqub0nbbmwhZ6+flrs63A4pQm9JyL79ttvMXz4cDRp0qT4LmUjYhKzj8I6jIoVAQ8PlURCXByLsH32jGXrcndnoq9CiOqvvwKjR7MkJzduMOF1I6BN59bCAmjalEnw9evHAoh372baQNWrM3347OyC5RIEzp5l0bkHDrDvlpbAF1+woKYaNQx1Vxyg6NG4RUlwVlxJBbGTGN/7fI/k1GTE3Y/D9WfXleL3AuXMy8Gnug8+8vwIH3l+hPervM81cUsZJtFmmxhmamEg6tpgRASRSAS5XK63a1lbWwMAJkyYgL59++LMmTMYN24c1q1bhyFDhmg9RyKRaE2WVqqfYX7rJ4WlmsePM2G8I0fY+smisnMny8xZsSJb2mJnV1zLORwOR2f01edu2LABc+bMwbBhw9CoUSNY5loh+MknnxTXVE4+lLn3Jm0DTyFjWK9empJECgXQpQtbrVqzJnDmDFChgk6X0ZaYzNYW2LxZM0eLripI0dFs1WhUlKqsUyfgq69YEHBJLpqVK+RKTdvdn++GmcgMx5KOocPmDspVlILG7Z4be/JE5xZXLiE38U/j8ful3xF6NRS3X95WlosgQsuqLdHNqxs61+oM7yrefNzGKdOUWCKy0oZJdGRyOVC1KvNkxsaypGS5ewlzc3acukSCXM60CP75h6Wr3LrVGNYDYMtFBOeroGG7bh1blZKRwfrXhATmaFWnoARluZFKmfP2yBH23coKGD6c1Vmtmn7vh6MddSeue3l3PHv9DJOPTNZLgrPiSCrkl+CsavmqeN/9fTzNeIrrz67jecZzjf32VvZoL26Pjp4d0blWZ9SrVI8L4ps4JtFmmxjHjx8vcP+HH36ot2tZWVnB29sbcXFxyrJvv/0WZ86cgVQq1XpOVlYWsrKylN/T0tJQvXr10v0MdU2Ioi1Tia4QAc2aMQkkiSRv1mwOh8MxMPrqc80KSJ6o78lFjiZl7r1JmDRdswZwds7b/+ZO/vn8OcsPk5QEdOvGJIt0TOYpzMMePcqSk8XEMBWk3MesW8fkdJcvB775pmD5+rg4Jqewezdz+AKAqyvLMz54MNC4cSF/jyKirnE7zXca4p/FY/ifw9HNqxsO3jqIXf12AYDymHEfjEOn3zshsH0gzjw4g30J+zC+1Xj0rNuzyInKckNEuPT4EsLjw7H7+m5cfnJZY7+dpZ1GHpP3q7yP8uXKF/u6HI6poFenbfPmzXH06FE4OzvrdHFfX1/s3LnTJJOSmUxH9t13THunWTMmBNu1K9C7N/DHHyzEtFkz4Px5YPx41iMInDnDonwUCuDgQTabaCS0TXwCwMKFTBuob1/NiNthw4CNG9kxgYFM40eXHC25ZyqtrJjY+5QpbBKVU7LoK8HZ+0Hv49yjc0iZkgJHa0dIk6Ua0bgNXBpoOHF3f7670NG4VeyroLl7czx98xTxT+ORlp2mcS/VHKqhS60u6ObVDZ1qdoKjtWOJ/IYc3TGZNvsdxcPDAx9//DF+++03ZdnatWsxb948PHjwQKc6ysQznDMnrxNVXdgu96CxKBw4wLKX2NkB9+7pHB3E4XA4+qJMtNfvOGXuGQqTpunpgP1/2qfqCckcHYEePTQnTS9cYMlWMjOZ3vy0acW+JKA9Gjc/jdvcJCWxdDbBwSxuS6BRI5bLZcAAwwcladO4dbd3x+ruq9Gzbk+NaFz1MVfusZ6+I28F7qfdx8FbB3Hw1kEcSzqWJ/hGBBEauDZAC/cWaObWDE3dmqKJWxM4WTvp1Q4Op6TQq9PWzMwMf//9NyroOIDw8fHBpUuXTFJ83mQ6MmHWUIioFRCWe1SuzCQTckskAMyRu3Ilk1a4ckWzNylh1CNuu3dnQUiHDrFlI0LEbdWqbCxbubJmJ1WpEpud1NV5e+wYGzOfOMG+m5uzDm7aNJafjWMcSlJSobgJzqqUr4IO4g64/uw6Lj66CBmpZhwszCzgW8MX3b26o0edHjwK10QwmTb7HWXAgAFITk7WSET23Xff4dSpUxrRtwVR6p+hkEDUxgZo0QLYvx+4do0NBPftY0tNtmx5+1rJt9GuHRuETpjARoAcDodTwpT69ppT9p5hbnkibZ5TgEUEzZql+r5hA8sEZm7OQmbVpY0KeUlAMxepvz/LF7pmDYuhKkz+0ZwcNke7ZQuwdy+TDwRY/rT27Vn07aefAuUNFFAqjNsepD3ApL8mwdvdG3v678GJuyfQYXMHjXHZqfun8PTNU/jV8YN/HX+M3DcSa7qvwcFbB/WSqKwgFKTA1SdXEZUUhdjkWJy6fwp3U+9qPdbd3h0NXBugXqV6qFuxLmpXrI06FeugukN1vUQEcziGQu9OW5FIBF2VFEQiERISErjTtiDUJRJWrWL6da6ubN+jR6wXSExkf+eO3Hn1CmjYkOndffUV8MsvRrkFgYIibr//nik6nD3LlpfExrLgoRcvVMe5ugJr1+qeaDs6mi1ZOXyYfReJmJN4yhR2LY5xMaSkQmGicUUQ6SSp4FDOAfaW9vj31b8a5Z5OnuhRuwf86/qjvbg9rMx5BndjYDJt9jvKmTNn4OPjg8DAQPTr1w+nT5/GiBEjEBQUhIEDB+pUR6l+hupppQcPZnpAfn5strB+fRbdc/48m6XUdcSmjdhYNlFracn6fhNcqcThcMo++myvX79+jePHj+PevXvIFjxT//Htt98Wq25O/pTqPlcb+fXD06er+uFz5/L2w0RsgLpjBzv/wgWddeLVL7l7N6tK+B4RwS4hzNMK49CizNu+eMFM3rZNFZQEMDP79WOpbN5/n13DEKhLJrRwbwHJcQmO/O8IVp5aib0398LVzhUfVP0Auz/fjdfZr+GwyAEhASH4rOFn6Lm9J87+exZLOy9FVYeqepNMKIiH6Q9x+sFpnH90HhceXcD5R+dxL/VevsdbmllC7CRGTeeaqOlcE55OnhA7ieHpzD4r2lTkAToco6JXp+3du9pnNQqiWrVqMC9qtIkBMamOTJBI6NaNafP8+itzxAq4uABPn2rXyDt6lKmZA0aXSQBUEbdWVswJe/8+06JdsYLNPrZowY775x+mBHHwIFsi8vPPwM2buicpU+fMGRbotHu3qqxdO+Yo7t7dcB0cp/DoS1JB3wnO4p/FY/6J+diXsA/DmgxD+XLlceP5DRxLOoYsuUqT06GcA7p5dUOv93qhR+0eXE+pBDGpNvsdZd++fZg2bRoSEhLg6emJCRMmYMSIETqfX6qfYVEjfApLjx5sqcqXXwLr1xfHYg6Hwyky+mqvz58/j+7du+PNmzd4/fo1KlSogGfPnsHW1haurq64c+eOHq3mqFOq+9z8yL3iZd8+tuJl4cKCV7y8fMlEY+/fL/QqFvXI2i5dmIZtUBCLjlWPrC2sxm1+3L3LnLebN7OxsUCLFsz0vn0Nk7xMm2SCp5MnhjYdqhyDtarWShk4EzUkCi8yXmBs5Fg8fPVQeY6hJBPeRlpWGuKfxuPq06uIfxqPhBcJuPn8Jm6/vI1seXaB59pa2kLsJGaOXCdPeDp5oqZzTdSqUAs1nWvC3sp4q5k57wY8EVk+mFRHJgwGnZxYYhMBDw82tbZ/P1vOkd9g8JtvgNWrmYTCpUtMb8CIREQws58+VZUJkghClK23N3Pk+voCbm4skFjAzIzd5syZhevsrl1jihJbt7IlJwDQoAEwaRKbYLXiAZImR1ElFfSZ4Ex46cj9ouLh6IFBjQchU5aJ68+u48yDM3jy5olyfznzcuji1QV96vVBz/d6wqFcGXkhNlFMqs3mFIlS/QyLoqVXWM6fB5o3Z53gjRssnIfD4XCMgL7a6/bt26NOnTpYt24dHB0dcfHiRVhaWmLQoEEYN24cAoq6KoHzVkp1n1sQ2rTlBVnBgrTlBb14MzMW8dO8uc6X1DZPq37J4mjc5gcRS14WFATs3AkIeV09PdkYefBglthbn8gVchxLOob+4f1Ru0JtHBt6DLuu7cKAiAFIn5YOW0tb9NrRC1eeXMGSTkvQb1c/dPXqigO3DiD4k2DUc6mnDILRd7Ky4tzTg/QHuP3iNm6/vI2klCQkpiQi8WUiklKSNBzO+VHZrjLqVKyDuhXrom6lumjg0gCNKjdC1fJVeYQuRy9wp20+mFRHJpcDtWoBT54ATZsCY8aoBGBjYpjX8do15pS9dSuvJzMjg02/xccDn3zCQk6N3IDI5cDcuWwTMmQCKudtbCwwbhyTS/DzY+YHBmrW4eDAOkBdtW4FHjxgDuF165iCBABUqcKuN3o0q5djmugqqaDPBGfjPxiPladWaug0jWg+AlsvbdXQwRU7iTGy+UikZqUiPD4ct17cUu6ztrDGJ3U/wYCGA9CtdjcuoWAATKrNNiFkMhmOHTuG27dvY8CAAShfvjz+/fdfODg4wN6IOufaKNXPUJuwnTr6SEDWpw8QHs6cw9u2FcdaDofDKRb6aq+dnJxw6tQp1K1bF05OTpBKpahXrx5OnTqFIUOG4Pr163q0mqNOqe5zC0KYRI2MZMFO7u5spSrAJlLv3AGGD2dRPLnlm/r3ZzIJH3zAPKJmZjpfVi5nSobffcfUC0eNYuNTfWncFsSzZ0xCcNUqVVBU/frMKdy1a/Hq1oa6XEKXWl0w9sBYBPkFYe/Nvdh3cx929tmJ7498j0aujd4aBGOsyFtdyZRlIjk1WenMFT7vvLyD2y9u50mCpo6TtRMaV26MFu4t4F3FG95VvFG7Qm3uyOUUGu60zQeT68iEWUNfX2DJEtbhTJ7MInjUyS/a9sIF1gFlZzOtgW++KRGz38auXUyLx8uLrVKZNo2tYBGkEby9mQZtv35sRnHIELYcRJ3Cat0KpKSw2cmVK4F//5MpdXQEvv6aOXArV9bLLXIMjKETnLnZu+H9Ku9r6DRp08FdHLsYe2/uRWD7QHhV8EJGTgaSUpIQdi0MN57fUNriYuuCwU0G48vmX+K9Su+V5E9VpjG5NtsEuHv3Lrp27Yp79+4hKysLN2/eRM2aNTFu3DhkZWVh3bp1xjZRg1L9DHML26kP9BSKogvZCVy5wuoWiYDLl9kyEQ6HwzES+mqvXVxcEBcXh9q1a6NOnTpYtWoVunTpguvXr6NFixZ4/fq1Hq3mqFOq+9yCyC87WO5QVzc35j1VH0D++y9Qpw7w+jWbHB0woFCXLimN2/x4/ZoFJS1cCDz/z5fYty8b+ru5Fb9+dbTJJYgdxVjWZRkq2FRAh80dlKsd1SNvcycrO5BwwKQibwtLSmYKbr24hRvPbuDm85u4/vw6rjy5ghvPbkBO8jzHu9i6wLeGL3xr+OIjz4/QpHIT7sTlvBWd22t6x0hNTSUAlJqaamxTGCEhRABRjRrsU9jc3Ym2biU6coR9F4mIwsO117FiBTvGyoro7NmStb8AwsOJPDw0b6tCBfYZE0MkFhNVrkzk4sJuDyCaOJF9NmxIVK4c+zswkEgmK/z1s7KINm4kqldPdX1ra6KxY4nu3dP33XIMjUwuo6jEKAq5FEJRiVEUdiWMxCvEBAmUm+08W5p3fB55LPcg3w2+5LfNj0QSEQUeCyRIQLH3Ysk/xJ/cfnQjSEDSZCkREUUnRRMkIJ/ffEiukFPcvTiCBOw6V8PIZp6NxnU8lnuQJEpC847Po747+1LlHytr7G8b3JZ2XN5B2bJsI/9qpR+Ta7NNgJ49e9KgQYMoKyuL7O3t6fbt20REFBUVRV5eXka2Li+l/hmGhbFOqnlzotWriV6+JIqLI/L3L7hv1oV+/Vjn1Lev3szlcDicoqKv9vrjjz+mbdu2ERHRl19+SS1btqStW7dSly5dqGXLlvowlZMPpb7PzQ+ZjA0e/f2J5HLW94pE7HtsLFG3bmz87OenvW+eN4/1t56ebJBYSNQvt3o1qyooSPurQHQ02z9zJlFUVNHGsdp4+ZJowgQic3NWf6VKRH/+qZ+61RHGXOMPjCeRRER+2/wo7l4cbTi3gSABddvajUQSEYVeCSXxCjH5h/iTXCGntMw0ggQ0/sD4PGM08QoxhV8rxvuSiZCZk0kXH12kTec30dj9Y6n1b62p3NxyGvcKCchtqRsN/mMw7bi8g9Kz0o1tNsdE0bW95pG2xkaYNTx+HPjsM7ae/8cfWeRtXBwrl0iA1q2ZAKy2KTsioHdvYM8eJnjzzz+As7Mx7iYPcjkwfz4LJi5Xjsn13rzJtIAmTWLHuLiw4CUbGybt5+ycV+a3UiUWRFxYyQSABUP9+SewaBFw6hQrs7ICRoxgiUerVNHHnXKMQVETnI1vNR4rTq5Q6jT5BvtCel+KmGExaFOjjVIHV5BQaFO9DWKSYxA5IBIXH1/EnONz8kgofN7gc1x9ehX7E/ZDQUwbxN3eHaNajMJo79GobM9DvIuCybXZJkDFihURFxeHunXronz58rh48SJq1qyJpKQk1K9fH2/evDG2iRqU6meYX+IxQFPYrihcucISpBABFy+yvzkcDseI6Ku9Pnv2LNLT09GhQwc8efIEgwcPVkbeBgcHo0mTJnq0mqNOqe5z34agSdCjBxvvNm3KBoeLF6s0CXr10h7q+vo1kyV8/JiFrY4aVaTLF6RxKxwzYYJmbvHi6tzm5sIFYOhQ9uoAsCTcCxboJ6o3N9oib93t3bG6+2pl5G3uZGUiiPJE3h68dVC5crF2hdpwL+9e6qJv8yNLloV/Hv6DmHsxOH73OI4lHcObHNW7uLWFNbp6dUXf+n3R671esLW0NaK1HFPCoJG2L1++pPXr19PUqVPp+fPnRET0zz//0P3794tSXYlicrOPwqxh69ZsykwqZVN1YnHeyFuATddp48UL1Tl+fmwG0oQID2cRteq3BBANGaL6OzycaMEC9nfLluzT0VHzeAeHokfeKhRER48StW+vqs/GhmjKFPbzcUo/6tG4gccC88zyQgLyDvKm1adWEySgoLNB5B/ir9wnzIQKkbZuS93IP8SfUjJSlDPHIomI/EL8yHeDL3ks96CYuzHKOgKPBdLqU6tpyB9DNKJvy80tR8P3DKcrj68Y+RcqfZhcm20CODk50dWrV4mINCJto6OjydXV1ZimaaXUPkP1sBqplCglhWjNGhZxCxCFhhav/k8/ZfX06aMfezkcDqeYlNr2mqOkzD/D8HC2VFN9gOjpqRnqGhenfdy8ciUrF4uJsou2Gk4mI1q+nFWzZo3mmFR4bfD1ZfsjI9nrgz4W5uQmM5Pou+9UP0H37kSvXumvfnWE8dXWi1vJbakb+W3zI7lCTiGXQpTjJ7lCTn7b/MhijoVyvxB5G3IpROvKxbISfZubzJxMOnrnKE06NIm8fvbSuGeHhQ40au8oOn3/NCkUCmObyjEyBou0vXTpEjp16gRHR0ckJSXhxo0bqFmzJmbOnIl79+5hy5YtRXc1lwAmOfsYEQF8+in7e/ZspnPbpg37HhPDBGxOnGDZL8ePB5Yv117PuXMsIUpWFovOzZ1h08jkl6QMYJrx/fox7VmRiGng/vAD0LIlcPo0i7R99kx1fFGTlQkcO8bOjYtj352dWUbOsWNZFC6nbKBLgjOxoxjDmg3TSGbWa0cvnHlwBo9eP4J0uBRElEcH99T9U/AJ9kHUkCg8e/MMg/8YrBF96+Hogd7v9Yb0vhSnHpxSlnev3R3TfKfBt4ZvSf4UpRaTbLONzGeffQZHR0cEBQWhfPnyuHTpElxcXNCzZ0/UqFEDGzduNLaJGpTKZ2hoLduzZ4H33+dathwOx6Qole01R4N34hlu2wYMGgQEB7NQ17ZtNfvi9HQ2WAwJYUnIBDIyWNjrkyfaE5bpiLZXBKGsYUN2zNWrqleEnBzgww9ZXvHt21neUn1FxW7fzvKvZWSwhbn79gEVKuinbm0UlKxs7829AJAn8jawfSAkxyQaKxedbZwx/8T8Uq17qwtEhEuPL2HXtV0IuRKCOy/vKPe1cG+BST6T0Kd+H1iYWRjRSo6xMFikbceOHWny5MlEpBnhExsbSx4eHoWtrsQx2dnHwMC8YahiMSsPCSH6+WdVxG1BYaYbN6rON4TIjR4IC1NJ8ArBwUFBqmDjuXNZBKytLfsbIPLxIRo9Ou9PVNzI2717iRo0UNVXq5bJ/mwcPaFNpyk6KTqPDu74g+MJElBqZqpWHVx13SaRRES+G3wJElDkzUiSJkvJP8SfRBIR7bq6i2LuxlDAzgASSUTKmVbfYF/af3M/n2V9CybbZhuRe/fuUf369alevXpkYWFBrVq1oooVK1LdunXp8ePHxjYvD6XyGUZFqVa/aCO/KB5dUCiIOnZk5w8aVBwrORwOR6/oq71+9OgRDRo0iNzd3cnc3JzMzMw0No7hKJV9bmHR1kfLZKw8JEQlOqutjxa0bb29WX9cRNQX48TFEe3fz6r19dWMqtW2gFYs1m/UrVRK5OzM6m7WjGnfGpLwa+F5NWuXi5VjJyHy1j/En8TLxUrdW2HlYsilEO11rBBT6JVQjRwmMrmeBIFNALlCTn/f+ZsGhg8k63nWyvuusbwGrZCuoIycDGObyClhDBZp6+joiHPnzqFWrVoaWnp3795F3bp1kZmZWXRXcwlgsrOPcjlQtSrT2ZFIWPTNxo2aojnm5uy4qCg2RZcfY8eyrJnly7NQUmHKz4SIiABGjwaePlWVVazIMmIK0bVz5zJ9HuGn+Pxz1tV17AgcPapZn6srsHZt0bSC5HJg82YWefvoESvr0QNYtYpN3nLKLtp0mgQd3CaVm6DH9h7wre6L2ORYjGs1TqmDa29lr5w9FqJvf+/9O5wWOyEkIAT9G/VHjjwHH276ELde3ML2T7ejvbg97ry8gx/jfsTmi5uRLc8GAHhX8casdrPgV8ePZxnVgsm22UZGJpNh586duHjxIl69eoXmzZtj4MCBsLGxMbZpeSiVz3D7dpZdOjKSCay7u2tG8uQXxaMLBw8C3bqxZR03brCoHw6HwzEB9NVed+vWDffu3cPYsWPh7u6e5/2mZ8+exTWVkw+lss8tLLlDXXfvzis2a2HB+vI+fTTPffYMqF4dyMxk4+TWrYtshjaNWw8P4Kef2JhUkOD18wPGjQM6dQICA9liG0GCV186t1euAB99xMbWPj7A4cOAnZ1+6taGsJpxz/U9WHlqJXrU7oGuXl01Im/33dwHSXuJcjUj/bdyUYi8za17u/H8Rpx9eFbjOh6OHvii2RdKHVyfaj6Iux+nXEVZWqNzn715hrVn1mLV6VV4+oY5RKo5VMOsdrMwtOlQWJpbGtlCTklgsEhbFxcXOnfuHBFpRtoePnyYqlWrVqi6fvnlF2rUqBGVL1+eypcvT61ataLIyMgCz3n58iV9/fXX5ObmRlZWVlS7dm3av3+/ztc06dnH8eNVU2QiEcuCGRRE1LUrK/fwYJ/ffltwPdnZRB9+qJrKe/KkJKwvNDIZi5J1cNCcfRR0bAVd2/nz2W0I+kAiEfscPpx9NmxIVK4c+7uoUbdERGlpRN9/T2RpqdK7/fFH/WX85Jgmb9PBtZ1nS2FXwygqMUoZaSvMHqtH3wo6uFGJUfnOHgu6TQ/SHtDEQxPJdr6tcn/zX5vTgYQDPPI2FybdZhuB7OxsqlmzJl27ds3YpuhMqXyG+a1+EUJjihppm51NVL8+O3fCBL2bzeFwOMVBX+21vb09nT9/Xj9GcQpFqexzi4IQ6urtrTlu7tZNFUmbn5Ds0KHsmKFDi22GEOA7cyarMiZGVS4Ws0hcuVzztUEuZylo3NyItm5lZfoYb164QOTkxK7Tq1fJpbjJL/I2/Fq4UvdWWLmoHnmrrnsrrFys/GNlcl/qTikZKbQwemEeHVyLORZlKjo3IyeDfj37K1X/qbrynrx+9qI91/cY2zROCaBre11op+3w4cOpV69elJ2dTfb29nTnzh26e/cuNWvWjMaNG1eouv7880/av38/3bx5k27cuEHTp08nS0tLunJFe7KerKws8vb2pu7du1NMTAwlJibSsWPH6MKFCzpf06Q7MmGph7m55kDRwkLzu7k50xgoiGfP2Fp/gOkOvHlTIrdQFATnbaVKmrcpdDqRkeyzTRv2U7Rpw74Ly1CE44StUqXiOW/j4zWTlbVsSfRfzh/OO0BuJ65IIiL/EH+dJBQ8V3hS2JUw5TlHbh9RJijz2+bHXkoOjle+UDx59YSm/DWF7ObbKTvqDps60On7p439M5gMJt1mG4kqVapwp60hCQ9Xzdz5+hKlpmpmEgkLY397eha+o1mxgtVdsaLh1y9yOBxOIdFXe12vXj1lkA+nZCl1fW5xCA3NO04WkpLJ5fn31YIH1caGJRnVA7mdtOoKDrlNCQ9X5RjXt2RCbCyTIARYsu2SQpv8XNy9ONp/Yz+ThdvgSyKJiAKPBWrIzeVO/hxzN0Y5dlJP/uyyxEXp1IUEtPXiVpImS8n7V+88Sac9lntQ4LHAUuXEzcjJoBXSFeSyxEV5H34hfnTnxR1jm8YxIAZz2qakpFCnTp3IycmJzM3NqXr16mRpaUnt2rWjV3pIWejs7Ey//fab1n1r166lmjVrUnYRsz0SmXhHJpOpsmGuWsUib0UiNhUXG8tmDitWVIWbvq1lj49XCdwEBJh8yKjgvAVY5GzDhuzvL7/U7NR8fVmnJ0gSCRG5QoSusBVX7/a331R1litHtHRpyc1YckwHbbPHtvNsacGJBXleREKvhGrMHgsvItoieNUjb5++fkoTDk4gq7lWyv39d/Wn+6n3jXz3xsek22wjMX/+fBoyZAjl5OQY2xSdKFXPUH3UFRamKViXksJmDW1ti5YG+t9/VUtLgoIMYz+Hw+EUA32114cOHaLOnTtTYmKifgzj6Eyp6nOLi+AZXbOGadnmDlnNb1WMQkFUrx7bt2GD3sxR17mVSFj1R46o5nzDw1XHCAHBwcGa88L6cNxu3aoaD//xR/HrKyz5jZ3CroYpI2/VdW/VVy4KkbcuS1yU46nopGiCBOTzmw/lyHPyBMq8LTq3NEXjpmel05S/pigjiq3nWdOCEwsoR1463vk5hcNgTluB6OhoWrNmDS1evJj++uuvolajRCaT0fbt28nKyoqu5hPW2K1bNxo4cCCNGDGCXF1dqUGDBjR//nySFcIrZ/IdmSCR0LUrm4Lr1o2ts/DzY+Vff62SUNAlyuf4cdV029ixxRJcLynCw4lcXPKuTBXytgBEO3bkTVYmOG9zR+wWx3l7/75KnQIg6tCB6N49/d8zx7QpjoSC6xJXZeRt0NkgggS05vQaZaIywXFLRJT0MokG/zFYmbDMfoE9LYlZQlmyLCPevXEx+TbbCPTq1YvKly9P7u7u1LlzZ+rdu7fGZmqUqmeYO7mJtgwi+E+Lp7D07avqrEx8EpXD4bybFKe9dnJyImdnZ+VmZWVFZmZmZG9vr1Hu7OxsAMs5AqWqzy0uISGsX01PV5WpJyQTlmWGhOQ9d8ECtq99e72apO21QQj+VZ8XjonR9CdnZ7PFsS4uzNFb3NeEiRNVK1KNMXeS38rF1adWEySgoLNByrGQegIzIeBFPRpXCJIJPMbevXSNzvVY7kExd2NKZTTutSfX6KPNHyntbf1ba0p4nmBsszh6xmCJyPTN5cuX0bp1a2RmZsLe3h4hISHo3r271mPfe+89JCUlYeDAgfj6669x69YtfP311/j2228xe/ZsredkZWUhKytL+T0tLQ3Vq1c3XXH2Y8eADh0AZ2fg5UtVuYUFIJOpvgtZu96WlAwAQkOBzz5jf8+dC8ycqW+r9Y5cDsyfDyxbBqSlae4bPRq4eBGQSjWTlU2bBvzwAxNfb9wYWLdO8zwHByYWP2OGKpeMLhAB69cD330HvHnDHk1wMNCrV7Fvk1NKEcT3H6Y/RMKLBKWYfgv3FpAcl+DI/45g5amV2HtzL1ztXPFB1Q+w+/PdeJ39Gg6LHBASEILPGn6Gntt74uy/Z7G081JUdaiqFNM/9/AcxkaOhfS+FADwXqX38Kvfr2jn0c7Id17yvBMJNQrJsGHDCty/cePGErJEN0rVM9SWgMzHhyUrefgQcHRkmSoLm4AsIgL49FPW+Zw9CzRtaqg74HA4nCJTnPZ68+bNOh87ZMiQwprG0ZFS1ecWF2HcLJUCrVppzwwGsOxfs2Zplt29yxKBikTAgwesv9cTcjkzrX9/oHZt9relpcrc2Fhg0SKWPCwhAdizJ6/ZYjEbBxc1UVl2NtCuHXDqFNCmDXD8eOHGv/pGW/JnsaMYy7osQwWbCuiwuQNiv4jFophFOHn/JJ6+eapM/hx4LBCS4xJEDohEt9rdkJ6VDodF7N+2dLgUDVwawGGRA1xsXdCqWivs/nw3Tt0/pZH0zNXOFWYiM8SPicfas2sx5/gcZMgylLbkTnhmCgnOiAi/X/od3xz4BmlZabC1tMVPnX/CyBYjefLqMoLBEpGtXLlS6/bzzz9TUFAQ/f3334WKfM3KyqKEhAQ6e/YsTZ06lSpVqpRvpG3t2rWpevXqGvUvW7aM3Nzc8q1/9uzZBCDPZrKzj8IUXLNmbHpszJi8Egnu7qrwz/Hjdat35UrVdN8vvxj2HvRIfsnKBJUIIbp27lxV5O3OnapkZerRucLm5MR+tsKKvt+8yTTthXrGjSPKencDIDlqaFsG5LnCM1/dJiFZmftS93wlE+QKOW08v5Fcf3RV7h++Zzg9f/PcmLda4rxTESNllFL1DA2RgOzxY9XykWnTDGI2h8Ph6INS1V5ztPJOPcP8JI2kUqZH7+tbsKTRBx+o5BUMgLpcQlwcU2IA2HA+t1yCvz+LsBUW8+hDLuHOHSJ7e1bnihX6u6+ikp/u7cs3L8l9qbtSr1Z9/CRXyKn1b60JElDMXZblTT0aN7/o3NwyCwVF484/Pt+kJRXuptylDps6KG0bED6AXmUVX5aUY3wMJo8gFovJzs6ORCIRVahQgSpUqEAikYjs7OyocuXKJBKJqFatWnSviGvIO3bsSCNHjtS6r127dtSxY0eNssjISAJAWfl4zzIzMyk1NVW5JScnm35HJiRBEbyTuSUSxo8n+vln9re7u+6exx9+UNUbHGzYe9Az+TlvBc1ZwXk7fz7ru319VdK/ANHw4ezT0rJ4ou9ZWarlJgCRjw/Rw4cGu21OKUIml9GR20fIZYkL+fzmQ9mybK26TeoaTN22diNIQMHngkmaLNUqmfAy4yWN2jtK2VG7LHGhoLNBJreMx1C8U4OPMkqpeYaGSECmUBD16MHqbdyYKDPTsPfA4XA4xUBf7fX+/fvp4MGDecoPHTpEkZGRxaqbUzClps/VF7n77pQU5iHVpe9eulSlf2dA83LLJbi755VLkMs154X1JZewbp3q57l1S6+3Viy0BbxAAvIO8s6T/BkSkOuPruQf4q/UtBV0cGPvxZJ/iL8ygVd6FpPKyO3I1aaVKxxTGiQV5Ao5LY1dSuaB5gQJqOEvDenGsxsldn2OYTCY0zYkJITat29Pt9T+1yckJNBHH31EO3bsoOTkZGrTpg19+umnhbeaiDp06EBDhgzRum/atGnk4eFBcrVsUCtWrCB3d3ed6y81HVloKJGZmWYLnzs7prl54SJ+FAoWHip4MzdtMuQdGATBeZtbt9bJiX1GRrLPNm3Yz9WmDfs+fTr7rFNH5eStUEEV0BwaWjg79uxROYyrVye6eNEgt8sphYRfCy9Qt0k9WZkw6xuVGEVERNmybGr9W2tyWeJCR24f0XgZiLkbQ/XX1Fe+ODT8pSEdTMg7ICprlJo2uwQRi8Xk6emZ72ZqlIpnaKgEZMuWqbJZXrpkOPs5HA5HD+irvW7UqBHt378/T/mBAweocePGxaqbUzClos/VN9pWyQhCskT5r5K5dUs1pn7xwmDmCTK7W7cSubmxOCy5XFNGXy5X+ZbDwvI6egsbaCSgUBB99JEqwteU0tuo695GJUZR2JWwfJM/b724VZl0DBLQlgtbCozOze3I1RaN+/LNS4IE1Hxd8zwJpHVJcGYMJ+6JpBPktpQ5rB0WOtD+m3nbWU7pwWBO25o1a9L58+fzlJ87d045WIyNjS1QskBg6tSpdPz4cUpMTKRLly7R1KlTSSQS0eHDh4mI6H//+x9NnTpVefy9e/eofPnyNHbsWLpx4wbt27ePXF1dad68eTrbX6o6MsHB6uHBBopdu7KM04I0gocH+/z2W93rVChUycxEIr1mzCxJBOetMBZu2JD9/eWXmh2cry/r5Nzd2fe9ezWdvMJmZsayfBZWLkFwApcvz3K+cThE2mePxcuZ9IGQrEyYGfZc4UkyuUz7OWpyCUREWbIsWi5dTs6LnJXHdNjUgQ7fOkwKU3oL0yOlqs0uIVasWKGx/fjjjzRgwACqUKECLVy40Njm5aFUPENDJCA7cUI12WqgpZccDoejT/TVXltbW1OiluxHiYmJZGtrW6y6OQVTKvpcfSMkJIuMZH9HRbHlkbokJKtfP/99BkBdDkEiYZc+ckQVGDx5sv7lEm7eVOUl371b//ekT96W/NlijoVO0bkiiUjpyM0vGlcIrllzmr2j6UNSQX3cZij+TfuXfIN9CRKQeaA5/Xr2V4Nfk2MYDOa0tbGxoTNnzuQpP336NNnY2BAR65Dt7OzeWtcXX3xBHh4eZGVlRS4uLtSxY0elw5aI6MMPP8wTdRsXF0cffPABlStXjmrWrEnz588vlIZuqerIhEGkEFFbUMRtWJju9crlRF99pTp/7VqD3YKhCQ9XSQWqb+patkKH6O5ONG+eppxC7ohdBwfWMer6T+r5c6J27di51tZE+/YZ9n45pYf8dJs2nNtAkIC6be2mlEJQj849cvuI8gVBm1wCEdHzN8/pu4PfkeUcS+WLQvNfm9POKzspR55jpDs2DKWqzTYyq1evpqFDhxrbjDyUime4datKOkgQPNc1A7U27t4lcnVl5/Tvb1qhLRwOh5MP+mqvK1euTEePHs1T/tdff5GLi0ux6i6I58+f04ABA6h8+fLk6OhIX3zxBaWnpxd4TkZGBn399ddUoUIFsrOzo4CAAHr06JHGMXfv3qXu3buTjY0Nubi40KRJkygnR/N9Kyoqipo1a0ZWVlZUq1Yt2rhxY55rrV69mjw8PKhcuXLUsmVLOnXqlMb+hw8f0qBBg6hy5cpka2tLzZo1o127dhXqNygVfa6+Kc7E65QpbN/AgSVmrjbzPD3Zys/85BLkchah6+bGXlkKm5tl2jRVxG5GhqHuTP/kjsbNysnSOTr3bVq5zdc1J0hAKRkpRFR8SQX/EH/ldQwdfZsly6IhfwxR2jv9yPQyG8BTljGY07Z79+7UvHlzOnfunLLs3Llz1KJFC+rRowcREf3555/UsGHDwlZdIpSqjkwmI6pcmbWwq1YxLVshKdmJE8zzKKiLA4WbelMoWH3CuT/+aLj7MDD56d0CRKNHEzVvzv7etEmVrGzuXJUm7ezZec9zddX953zzhnWuAJvF3LvXoLfLKYVoi6J1X+pO4dfCSSaXKeUS1F8GohKjSK6Qk982P3L70Y22Xtyap/O/m3KXxh0YR7bzbZX11lheg36M/ZFeZrw03g3rkVLVZhuZ27dvU/ny5Y1tRh5M/hmGh6v6WmHLvQ6xMAnIUlKIGjVS6di+4skiOBxO6UBf7fXIkSOpUaNGeeT0GjduTMOHDy+umfnStWtXatKkCZ08eZKio6PJy8uL+vfvX+A5o0ePpurVq9PRo0fp7Nmz1KpVK/Lx8VHul8lk1LBhQ+rUqROdP3+eIiMjqVKlSjRNLbHknTt3yNbWliZMmEDXrl2jVatWkbm5uYau744dO8jKyoqCg4Pp6tWrNGLECHJycqLHjx8rj/n444/p/fffp1OnTtHt27dp7ty5ZGZmpjHufhsm3+caguIkJDt2jPXXLi7MM1qCJh85wi7r48M0bPOTS5DJmNnCytH8XlUK4tUromrV2HlLlxr01kqct0XnFqSVqy9JhajEKAq7GlaiEgoKhYJmR81WXmvwH4PLXPBOWcdgTtuHDx9Sp06dSCQSkZWVFVlZWZGZmRl9/PHHylnJv//+mw4dOlQ0yw1MqevIBMdq166spe7WjWXbsrHRbLWtrJinsTBTbgqFatpNCEktxeTnvBWCnQQJhblzVc7bnTtVycqEBGOenqolJLpq3WZnE/Xpo3oUBw4Y9l45pQ/hhWLrxa3kttSN/Lb5kVwhV8olqL8wqEsmuC91f+vSm2evn5EkSqJ80YAEZDffjr47+B09SHtgpDvWD6WuzTYiixcvJg8PD2ObkQeTfobCOkU/P1UfGxuruQ4x98ipIDIyiNq3Z52BmxuLuOVwOJxSgr7a65SUFGrVqhVZWFiQWCwmsVhMFhYW1KFDB3r58qV+jM3FtWvXCIDGitADBw6QSCSiBw+0vwulpKSQpaUlhamtWIyPjycAJP0vajMyMpLMzMw0om/Xrl1LDg4OykTY33//PTVo0ECj7s8++4y6dOmi/N6yZUsaM2aM8rtcLqcqVapoyBrZ2dnRli1bNOqpUKECrV+/XuffwaT7XENS1IRkWVmqIKh//jGK2QXJJYSHq47p1k21KEg9T6qujtuNG9n5zs4GlfA1Orpq5c47Pk9vkgrCykrfDUy2IPJmpFYdXENIKASfC1YmKOsX1o+yZdl6rZ9jOAzmtBWIj4+nPXv20J49e+j69etFrabEKXUdmTDl5uys6Ym0tSVauFAldiN4JAujtycwf76q3hkzSv0yzvyct5aWmtII8+ezGcrKldnnli15I24Lo3WbnU306aeq94XoaMPfK6d0oi6HIImSECSgI7ePaMghCMd029qNIAEFnwsmabI0X8kEIqKMnAwKPhdMjX5ppHw5sJprRaP2jqKkl0lGuNPiU+ra7BKgadOm1KxZM+XWtGlTcnNzI3Nzc/r1V9PTtTLZZ5g7bbP6yCkmho2O3N2ZQ1eXUVFmJlH37iqhcyMM/jgcDqc46LO9VigUdOjQIVqyZAmtWrWKjhs4+cOGDRvIyclJoywnJ4fMzc0pIiJC6zlHjx4lAHkcyTVq1KCffvqJiIh++OEHatKkicb+O3fuEABlBGzbtm1p3LhxGscEBweTg4MDERFlZWWRubk5/fHHHxrHDB48mD755BPl948//ph69OhBz58/J7lcTtu3bydbW1tKSEjI974zMzMpNTVVuSUnJ5tmn1sSaEtIJhaz8pAQotWrta+aEZZMGikvQH5yCeHhmq8qMTGa5hdmTpmIHdOgAatjyhSD3pLJ8bZo3OJKKrgtdSP/EH9KyUjRcOKWlITCH/F/KGXzeu3oRZk5mcWuk2N4DO60La2Y7OAxP4SWulkzlQirsIYiO5uodWu2rmLPHtXSjsJE2woIGa4BFn1byh23RCrnbW7NW2EydelSVZkg+g4QDRlSdLmErCzVLKiDA5GWnH0cDhFpl0zwXOGZRzJBEMGPSowiIsoTjasNhUJBBxMOUtvgtsq6redZkyRKQm+y35TgXRafUtdmlwCzZ88miUSi3ObMmUNr166l+Ph4Y5umFZN9hrk18Ii0j5zc3d/eAbx+rUoSamPDlltyOBxOKcNk22sdmD9/PtWpUydPuYuLC/3yyy9az9m2bRtZWVnlKX///ffp+++/JyKiESNGUOfOnTX2v379mgBQZGQkERHVrl2bFixYoHHM/v37CQC9efOGHjx4QAAoLi5O45jJkydTy5Ytld9fvnxJnTt3JgBkYWFBDg4Ob129Onv2bAKQZyuNz7DY5E5IFhioXdt2/HjN81asYOW5nnNJok0ugUj1qiIsAlJ30MpkKj/08uW6uQD+/FMV//XkiaHuxvTRp6SC249uyrLcTlxdJBT0FX2778Y+Kje3HEEC6rGtB3fclgIM6rRNTk6mNWvW0JQpU+i7777T2EydUvkyIiz3ELYjR4gWLMgrkSBsumjuaWPlSlUdc+bo9RaMiZBL5ttv8+Z0A1iErRBx6+Kict4Kfuw6dYjKlVMFMr+tQ3zzhqhtW3Z85cpEanJeHI4GMrmMjtw+Qi5LXMjnNx/lchZBMkFYmqPuoJXJZcqlOculy986O3si6QS139RewzH85/U/DX5v+qJUttkcDUz2GQqDu9xJaoROY8MGtn/r1oLrefGCLcUURkFaku9wOBxOacAU2+spU6ZodUqqb/Hx8WXCaTt27Fhq2bIlHTlyhC5cuEASiYQcHR3p0qVL+f4+PNJWDfXJWPXVM1Ip6+uDgtj+3KtnLl1S9eH/SV4YC3Wz4+JUryLdummarW2OWReNW4WCqEULVZwWh1EcSYXxB8cTJKDUzNQ8TlyigiUUpMlSpTN4/MHxxY68PXzrsNIp/OnOT7nGrYljMKftkSNHyNbWlho2bEgWFhbUtGlTcnJyIkdHR+rQoUORDS4pTPFlRCdCQ9laffWWWZBIePGCySMI6/+//bbo1/npJ1X9+bzglGbCwlS6s0JHJ2jZ4r9AZUEuITqalVWsWPgOMSWFqEkTdnzNmkS5ktByOBqoyyXE3YujDec2ECSgblu7aUghaIvO1WV2VqFQ0M4rO6nqsqrK88YfGF8qOvJS22YbEDMzM43EJQLPnj0jMzMzI1hUMCb7DIXB3Zo1zIGbOxWzLsnHkpNVaw0dHdnaRQ6HwymlmGJ7/eTJE4qPjy9wy8rKKvXyCLdu3SIAdOXKFY1jOnbsSKNGjSrwN1LHFJ9hiSGsUPXz05Q/IlJpCQj71UNW5XK2mhUwiX78bYt+1B27gh96zRrdNW6FBbr29kTPnxv+fkorukoq7L+xnyAB+W7w1XDiCjq4+UkohFwKKfLYriD+uv0XWc21IkhAX+z+ghRlYAV1WcVgTtv333+fZs2aRURE9vb2dPv2bUpPT6dPPvkk31lMU6JUd2SCOrmlJXPSPn+uPeLW3Jx5J4vK7NkqQdc/S09Enq6Eh+eVTEAuWYSwMCJvb/a3sOJ1yhT2Wbs2+3xbkrKHD5nDFmDqFqXxnxyn5NDWabsvdddw2AqO3aCzQUoR/II0bnOTnpVOEw9NVNb/0eaP6Onrp4a+tWJRqttsAyESibQ6bR88eEDW1tZGsKhgTPYZhoYSWVhon5XTRSju0iWiqlVVo6kCIqE4HA6nNGCy7bUOCInIzp49qyw7dOiQTonIdu3apSy7fv06aUtEpt7v/vrrr+Tg4ECZmWz58ffff08NGzbUqLt///55EpGNHTtW+V0ul1PVqlWVicguXbpEAOjatWsa9XTu3JlGjBih8+9Qmp+hXlBfoRoURJSWppmQLDxc+6RsQAArW7TIaKarIyz62bqV5TX182OvJuoatzk5mq8qumrcKhSq4KJSnoe8RNHFiRt2NUxrkmltEgqBxwK1ju30EXkbfi2czALNCBLQhIMTuOPWRDGY09be3p5u/bfe28nJSTkbeOHCBZPMWp2bUt2RyWRETk55vY22tkRz57IMW4JgK6B7KsncKBREI0awOuzsyuRANL9kZQDzWfv5sb+9vVWi75Urax6nS5KyhASVg/jjj1X6RByONoSXga0Xt5LbUjfy2+ZHcoVcQ+M2R56jIZmgi8ZtbnZd3UV28+2Us7nXnlx7+0lGolS32Xpm5cqVtHLlSjIzM6P58+crv69cuZJ++ukn6tWrFzVt2tTYZubBJJ+hEKbi7a1KyRwUpBIlF8rz60f/+kvVgdSrR5SUVLL2v2P8/jvRyJFsSaeVFfvZN24sen05OSz7drdurG+3tGSP09ub5WPlj5PzrmKS7XUh6Nq1KzVr1oxOnTpFMTExVLt2berfv79y//3796lu3bp06tQpZdno0aOpRo0a9Pfff9PZs2epdevW1Lp1a+V+mUxGDRs2pM6dO9OFCxfo4MGD5OLiQtPU1pbfuXOHbG1tafLkyRQfH09r1qwhc3NzOnjwoPKYHTt2ULly5WjTpk107do1GjlyJDk5OdGj/5bjZWdnk5eXF7Vt25ZOnTpFt27doqVLl5JIJKL9+/fr/BuU9meoF8aPzzvA8/Rkk7X5yR8Jq0179DCa2fmhHlkraNgGBWmPrNVlkRAR0Y4dqlWmb0pXuguTIbcTV3DA5tbB1SahIF4uVo7t5Aq5hoSCviJvN57fqKxjUbRpTEZwNDGY07Zy5crKGcB69erRnj17iIg5be3s7IpgaslS6jsyoRNq2ZI5cFu2ZA7b3NG2VlYse1ZRkpIRMe9ix46srlq1iHItGyoryGTMSZtbecLNTSX6LkTctmmj3Xn7tiRlZ84w37cQzcsnuji6oB5ZK2jYBp0N0hpZqy5wryuXH1+mmitrEiSgGstr0MP0hwa4i+JT6ttsPSIWi0ksFpNIJKLq1asrv4vFYqpTpw517tyZTp48aWwz82Byz1A9TEUu174O0cIi/xUrwcGqCN127ZhEEcegeHiwn7tSJdXfRXXaJiWpIowqVyYaNIjp+n37LZMmNjdnOvYFJGvncMos+mqv//nnHw0d1t27d1PPnj1p2rRplGVAzdDnz59T//79yd7enhwcHGjYsGGUrqZbnpiYSAAoSs2jlZGRQV9//TU5OzuTra0t9e7dmx4+1HwnSkpKom7dupGNjQ1VqlSJJk6cSDk5mhJTUVFR1LRpU7KysqKaNWvSRi2N1KpVq6hGjRpkZWVFLVu2zNNn37x5kwICAsjV1ZVsbW2pcePGtGXLlkL9BibX5xoDbfJHYWF5+3o3N9Ug7swZVubkpJJUMCG0vap4emqOQWUyov372b6ZMwt2A+TkqPrTX381uPnvBNpWTeYnoRB4LFBD91YYy+W3qlKIzBU0d3UN1FkuXa60JexqMVZicwyCwZy2PXv2pKCgICIimjhxInl5edG8efOoefPm1LFjx6JZW4KU+o5M6IScnfNG286fT7R0qWqJJ8DCSYvKs2eqegICyrS3UV3rtmFDlT6QII3QooVKtN3Pj+WCA4jq1mU//dv0gyIjVUnQ/lsFxeG8FW2dv+cKTw2HrUwuU74IzDw6s1BLaJ69fkZ1VtUhSEAt17ek19mvDXEbxaLUt9kGoH379vSiFDkKTe4ZqicqERDWIYaEqMJYcoepKBQsDFPodwcMIMrkmXlLgr/+UkW/LlxYdKdtWhrrtwGiyZO1P76EBObPP3++OBZzOKUTfbXX3t7eSsmB27dvk7W1NfXv35+8vLzyaL9y9IvJ9bnGQNvkrBCqGhvLllm4u7NBnTCIy8lhgzqAKJeusKkgkxEtX67yR6s7ZYuSmEyoq04dk/RTl0p0lVAIuRSi1L2VK+Tkt82PLOZYKFdZCpG3IZdCKOxqmDK5WFGib7+N/JYgAVnPs1Y6iTmmgcGctrdv36aLFy8SEdGrV69o1KhR1KhRIwoICKCkUrCerNR3ZEIn1KyZKuzEx4do5868LTXA1vsVNdqWiOj0aVWCs/+c9WUVbVq3gm9ciLL19madmrD05Ntv2WeDBuznL+in/uUXdqxIRJQrDwGHky8yuUw5S7rm9BoNp6w+xOtvPrtJFRZXIEhAfUL7kFxhWm9tpb7N5pjeMwwJYY2xWvSVBmlpbH9IiKosK4uFZAqdw4wZZXoi05QpjtN21ix27qBBbz/WyAnEORyjoK/22sHBQSmnt2jRIurcuTMREcXExFC1atWKbScnf0yuzzUWgqPWz485aLt1Y5p36poCuUVgP/yQdRK//WZs6/Mltz+aSPNWfX1ZBG3uW9VGWhrLoQqwACOO/slPQiH3KkphHJc78lY4x3eDL0ECirwZSdJkaaFymsjkMvILYTq5rj+60p0Xdwx92xwd0bW9NkMhqVmzJho3bgwAsLOzw7p163Dp0iWEh4fDw8OjsNVxCou5ObBsGXD+PPv+7Bnw8cfA558DGRmsbMsWYOJE9ndaGjB3btGv9/77wIIF7O/vvgNu3y56XSZOQADw8CEQGAhUqsTKXr5kn7dusc9Vq9jnt98CFhbAzz+z71evAklJwPz5+df/1VfAmDFsxP+//wFXrhjkNjhlDHMzc3zT8huIncQ4eOsgRCIRACAiPgJ9QvugoWtD+Fb3hYejB2KGxaCRayP0Ce2DiPgIneqvXbE2/vjsD1iaWWLXtV2YFTXLkLfD0RP379/HL7/8gqlTp2LChAkaG+ctuLuzzy1bgO3bgWPHALlctV9onIXj0tOBHj2ArVtZw79hAzBvHvDf/0VO6SE4mH3O0qGZs7IyrC0cTlmGiKBQKAAAR44cQffu3QEA1atXx7Nnz4xpGuddISAA2LULOHOGDfAOHAB8fVkfv2sX229mBkybBiQmAtHRQKtW7NyTJ41rewEIroB9+4BevYCYGGDCBKBNG7Y/Nhb46Sf2ffduwM8PmDRJ8zVHoHx5YOhQ9veaNSV0A+8Y5mbmaC9uj/6N+mPWh7Owq98uXH5yGWMPjAUAjNw3EpcfX8b4VuMBAA1dG0JBCiyMWQixoxgbL2yEXx0/7BuwDwCQkpmCVtVaIbxfOFpVa4XR+0bj6J2jkCu0PGA1G7Z/uh3N3Jrhyesn8N/uj1fZrwx+7xw9UlhvsKenJz179ixP+cuXL8nT07Ow1ZU4ZWb2MTQ0rxCrWMzW++WOuDUzy1+bTxfkcqL27VX6fe/A+gkhUZnwEw4fzj6PHFFp3Hp7q2QUvvpKdWxoaP715uQQffSRSodIy38lDkcr6hq32gTuhZnWoiQmIyLafGEzQQIyCzSj+KfxhrqNQlNm2mw9cuTIEbK1taWGDRuShYUFNW3alJycnMjR0ZE6dOhgbPPyYHLPMDRUpUmbew1h7qibFy+YdjzAxMnVkspwjENRI22Tkth5PMiPw8kffbXXHTp0oMGDB9OWLVvI0tKSEv4TiT527FipSFxdmjG5PtfYbN3KGv/gYCZ7lHtZpPrqmt27VUsoTRxdNG6J3p6Y7MYN1UrQOzwAs0QQom/HHxhPIomI/Lb5ac1foq57q56/pKgrLe+n3if3pe7K1ZUKvmLM6Bgs0jYpKQlyLVM1WVlZePDgQTFdyByd6dtXM1Rk4kRgzhxg6VJVxO2QIexToWDHR+gWeZcHMzNg40bAzg44cQJYv754tpcCzM3ZzxsaqgqsAoBOnYALFwBvb0AqBYKC2P61a1XnDhjAJnC1YWHB6vT0ZJO6ffsCOTkGvx1OGSCgXoBydrbtpra4m3oXMckxuPr0Knb124WAegEAADORGab5TkNiSiKi70XrXP/gJoPRs25PKEiB6UenG+o2OHpg2rRpmDRpEi5fvgxra2uEh4cjOTkZH374Ifr27Wts80ybiAjgs8+Apk1ZpGy3bqwhr1cP+PRT4IMPWPjK0qVspUqnTsDp00CFCkBUFNCli7HvgFNEHj1in9WqGdcODuddYMWKFTh37hzGjh2LGTNmwMvLCwCwa9cu+Pj4GNk6zjtF1arss149oH17NsiTy9kqm+3b2aobgK2u+eAD9ve1a8Ar045EDAhgK0FnzmTfIyOBhARWrk69euwzPDzvwiIAqFMH6NyZuX3XrTO42Ryoom+Xd12OXf124crTK3kib3f124XaFWoDAOq71MfCmIXwdPLEs9fP0Ce0Dxq5NsKR/x0BAAS2D9RppWVVh6rY1W+XcnXlj3E/Gv5mOfpBVy/wnj17aM+ePSQSiWjLli3K73v27KGIiAgaM2YM1alTp9jeZkNTpmYfZTKmWZtbx9bFJa84q5UVkatr8fRtBbVyJyeih6aZad4QqCcpE2Y0g4JUEbctWqj0g9atU81WFiT8fukSkb09O/brr0vsVjhlAJlcRjOPzlTqGmmLplUXry8MV59cJbNAM4IEFHsvVl8mF4sy1WbrCXt7e6VWoJOTE135L2HGhQsXTDKCyWSeobbEJLnDVCwsWKP/6hVRq1aqPlUtCzrHuBQ10vbkSXZeq1YGMYvDKRMYur3OyMig7Oxsg9TNYZhMn2sqFKbvJyKqWpWVHT9uXLt1RFtuVYHwcCbnq21hkTp79qhS5XA995JHW+Rt3L04ZaJp3w2+JJKIKPRKKIlXiMk/xJ/kCrlG9G22LJta/9aaXJa40JHbRwpcbbn2zFrl6srDtw6X4J1ycqP3SNtevXqhV69eEIlEGDJkiPJ7r1698Pnnn+Ovv/7CsmXLDONZ5mjH3FylXevpyT6HDGE6t2Zmqu8AUKUK8ORJwaKrb+Obb4AWLYCUFOD774teTymjTx82O+noyHRrAWDkSCYr/N57bGJW0A/67DO238OD6ddmZ2uvs1EjYNs2Fuj1yy/Ab7+VyK1wygDmZuboWLMjAMDZxhnmZuZ5jrn46CIA4NrTaziWdKxAnSN16rvUxxdNvwAATDkyBUSkJ6s5+sTOzg7Z/zUu7u7uuK2mNc61AgsgOpo14tOnsz5SCFOJigJCQoDVqwGZDHB2Bvr3Z5p2zs7A0aOs0eaUatzc2CdfFMbhGJ7k5GTcv39f+f306dMYP348tmzZAktLSyNaxnnnUBeB/eADNrCrV4+tsunWjR3TtCnQrx9bjfP++6zs7FmjmVwY2rYFxGKWguY/GWkA7Fb69GFl7u5s+C6VsteZPn00F+B2786OefYM+PPPkr4DjrbIW59gH/TY3gMAcO7hOYT2DYWLnQuSUpIwvS1bEakefVtndR1I70vx9M1TdPq9E7xWeeUbdTuqxSh80fQLKEiBz8M/x73UeyV2r5yiobPTVqFQQKFQoEaNGnjy5Inyu0KhQFZWFm7cuAE/Pz9D2srRxowZgKsrILwYbd7MJtIUCsDFhX0HVN7GZcu0K5Hrgrk50wEQiYDff2eeyncEIUmZINYOsJ/x+nWWhEyQQ6hfn30mJbGlmB4e+atSfPKJKkfcmDEmrXnPMTHa1mgLsZMYC6IXQEEKjX27ru1C562dAQDzouehw+YOBXbcuZG0l8Dawhox92Kw7+Y+vdvOKT6tWrVCTEwMAKB79+6YOHEi5s+fjy+++AKthCQanLw8fMg+GzZUlZmbs+WS/fsDgwezspUrgb17AWtrNsjjDtsygYcHWyWbnMyWkHI4HMMxYMAAREVFAQAePXqEjz/+GKdPn8aMGTMwZ84cI1vHeecICAB27mQad0QsKdnIkWwgFx4OnDqlytjVogU758wZo5qsK7kTk0mlzEE7dixzETx+zOakHR1ZnjVtycksLIBhw9jfPJDIuATUC8Ctb24hakgUQgJCENg+EBmyDGy5uAXHk44DAF5nv0avHb2w7+Y+9KnfB/129SuUXIJIJMKaHmvgXcUbLzJeoH94f+TIuV6jKVNoTdvExERUqlTJELZwioLgSFUXRs0dbbtliyoiNy1N5SksCu+/Dwwfzv4eN05zSq+MY27OOjKxGKjNJGaU+kGA5mxmcjIrq1Il72ymOtOns/eI7Gzg88+B1FSD3wanDGBuZo5lnZdh38196LWjF6TJUqRnpWNh9EL0DeuLDFkGFnZciPRp6ZAOl+qkcyRQ1aEqxn8wHgAw9ehUnaN0OSXHTz/9hA/+010LDAxEx44dsXPnTojFYmwQBLg5eXF3Z59XrmjfL5Tv3cs+N24EuPZimUJ4fZk37+3H5rdShsPhvJ0rV66gZcuWAIDQ0FA0bNgQcXFx2LZtGzZt2mRc4zjvJi4ubDXNmjVsdU1UlEoE1swMmDaNJRwpV44d/88/xrW3EAQEsACiy5fZa4uzM5unNjNjPml1nVv1W41WS33xBVtoh8OHgbt3S9Z+jiZC5G3/Rv0x68NZypwmkuMSAECn3zvhypMr2NlnJ8KuhcGvjh92f74btpa2AIB2Hu2w+/Pd8Kvjh0mHJ2kdy1lbWCO0TygcyzkiLjkOs6Jm5TmGYzqISIf1rz///LPOFX777bfFMsjQpKWlwdHREampqXBwcDC2OfojLIx5/dSdqGIxy3QVFqaKtAVYpOz27aq1/IXlyRPmtUxLY5G8QnTSO0JEBMtXA7CVNX37sghbhYLNZoaHs5nNtm1ZIPTff7OO89Yt5vjNTVoaW5WTmMh+SiE4msN5GxHxEZh4eCKSUpKUZbYWttjcezP6jZhaTQAAxKlJREFU1O+jLFOQAr129MKVJ1eQ8E2CVkkFdVIyU1Dr51p4kfECf3z2B3q918tAd/B2ymybXUTkcjliY2PRuHFjODk5GdscnTCZZyiXA15ebDbt669Z2GXbtqxhVihYkrG//2Z/T5zIkpFxTI5Fi9iAc+NGzdUvupCezuaeb9xgdcyerRqfCyQmAt99B0gkrG/mcN4l9NVe29vb48qVKxCLxfjkk0/Qpk0bTJkyBffu3UPdunWRISRN5ugdk+lzTY3t21m26PR0wN4+7/70dMDBgWXjGj2alaWlAeXLl6ydxUAuZ47Y8HAWXZuSwiJscyPcakgIW2gk0LEjew2SSFj/yDEd5Ao5jiUdQ//w/qhdoTaODT2G2ORYdNjcAdLhUrSs2jLPWC/mbgzabmqLmW1nomPNjmhbo22eMWD4tXD0CWNjxoMDD6KLF0+4W5Lo2l7r5LT1FPRS34JIJMKdO3d0t9IIlOmOLDCQtbIAG3A2acKibh0ctIdwTp4MLFlStGstWQJMmcIGvQkJgI1Nkc0ujYSFsX5fJlOVubuzDlKhYM7X3O+jgYHArHwmsWJjgXbt2Lm7dwM9exrMdE4ZQ66QI/peNI7eOYp50fMQMywGbWq0yXOcNFkKn2AfRA2JQntx+7fWO/HQRPx08if0a9APO/vsNIDlulGm2+wiYm1tjfj4eJ37ZmNjMs8wIoINxJ4+VZXVqMHK4uLY2kKAad5FRwNcd9Fk+O034D9FEFy+DJw7B7Rpw3zwAODrC3z5pW513b3L+tiLF5nObefOQLVqwJs3TKs+NpYtFb18WVU/h/OuoK/2+oMPPkCHDh3Qo0cPdO7cGSdPnkSTJk1w8uRJ9OnTR0PvlqNfTKbPNTWOHQM6dGD6AYKUlODlfPgQePGCaQpERQH/+x+THoyOZh1MKUPbraojlbKI3KgophAlsHUru/VatdjwXiQqKYs5uhIRH4E+oX3gV8cPLdxbQHJcgiP/O4KVp1Zi38192NVvFwLqBSAiPgITDk3A3VRV2LTYSYxlnZchoF6ARp1jI8dizZk1cLF1wYXRF1ClfJWSvq13Fp3ba8PnRDMtynRGTZmMyMFBM0WksLVoQdSmDcuCDRDZ2bFPIVNmYcnIIKpRg9WxZIl+76OUEBZGJBKpEpAmJxMtWKD6yRcuJEpPJzpyhH0XifJm61Rn6lR2nKcn+3k5nMIQcimEIAGlZ6Vr3Z+WmUaQgEIuhehU35kHZwgSkM08m3zrLAnKdJtdRFq0aEFHjhwxthk6YxLPMDycNcL+/qxx9vDQ7CPLl2eftrZECQnGs5OjlSFDtL/aCNuQIYWrLzubKDiYqGtXosqViSwt2T+B5s2Jpk8nunfPEHfB4Zg++mqvo6KiyMnJiczMzGjYsGHK8mnTplHv3r2LayanAEyizzVFZDI2aPP3J5LL2XuBMIgTNgsLNsDz92ffV640ttVFIvetqpOdTdS6NXMJHDnCjhV49UrlIoiNLVmbOboTfi2cxCvEBAmUm+cKTwq/Fq7cL5KIyHeDL0ECirwZSdJkKfmH+JNIIlIeJ5CRk0FN1zUlSECdtnQiuUKu7bIcA6Bre10sp61CoSCFQlGcKkqcMt+RBQaqPH8AUYUKzFnbooX2kY6Tk2ZrXRg2bmR1VKzIvJPvIOHhbMCn/pPa2mr6wuPiWLmPD3ss+f3cr14RVa3Kjp03r2Ts55QdohKjCBKQNFmqdX/cvTiCBBSVGKVTfQqFgrx+9iJIQFsvbtWjpYWjzLfZReDAgQPUtGlT2rt3L/3777+UmpqqsZkaRn+G2kYvMhlRVBTR1q2a/WMpHaBxOByOPtBney2TyejFixcaZYmJifT48eNi183JH6P3uaaMMIHr7c0+u3UjCgpin4CqvG9f9n3oUGNbXGTU56rj4ojS0lhwkY2N5rhVLNYMKho8mJWPHm082zlvRyaX0ZHbR8hliQv5/OZD2bJsZbl4hZj8QvzIb5sfea7wJJmcOR/kCjn5h/hrlAlcf3qdbObZECSgFdIVJX4/7yq6tteFTkQGAFu2bEGjRo1gY2MDGxsbNG7cGL///ntRquLomxkzmKCqsOzoxQu21u+ff1g2zDZtgMqVmZgbwMRu5s8v2rUGDWJrB58/Z6Lu7yABAcC9e2yJpZCc7PBhlnwMYPnhJk5k2veff55X9F0dOzuVWsWCBSyXHIejK21rtIXYSYwF0QugIM0EgQpSYGHMQng6eaJtjbY61ScSiTCg4QAAQMiVEL3byyk63bt3x8WLF/HJJ5+gWrVqcHZ2hrOzM5ycnODs7Gxs80yP6Gim6z59uipBp7k5WxM4cCBQsSIre+89YMwYY1nJ4XA4ZQoiwj///INff/0V6enpAAArKyvY2toa2TLOO0tAALBzJ3DhAvNZHjgAjBwJXL/OhGBPnQL8/IATJ9jxFy8a1dzikDs5mYMDew0SiYCFC5murVQKNGqkmTRbSFWzYweQlWU8+zkFY25mjo41O2Kd3zpI70vxaeinkCZLcejWISSlJCElIwX7E/ZjaeelSh1bM5EZpvlOQ2JKIqLvaTok6laqi2WdlwEAphyZgitP8knayzEKhXba/vTTT/jqq6/QvXt3hIaGIjQ0FF27dsXo0aOxfPlyQ9jIKQzm5sDatcxbKODqypy1AHPgPn7MWmuBZcuYpk9hsbBgTmIAWLECyMwsstmlGSsr5rNOSGDfMzNZR7hwIRN/l0qZhKKQo2/Pnvzr6t8faN6caev98ovhbeeUHczNzLGs8zLsu7kPvXb0gjRZivSsdEiTpei1oxf23dyn0XHrQv9GLDvB4duH8fzNc0OZzikkUVFRyu3vv/9WbsJ3Ti4ePmSfL1+yRCTHjqn6PKmUzbQBbCJSW7ZIDofD4RSKu3fvolGjRujZsyfGjBmDp/9piS9evBiTJk0ysnWcdxoXF5aUZM0alokrKooN4gIC2MTutGlsrAwAV69qjqlLGQEBLBH2kSPstn18WLzW1KksF1urViyXip8fMGkSezVq356lrElJYT5tjmkTUC8Au/rtwuUnl+ET7IMe23sAAJLTkpX6tgJyhRwvM14CAI7eOQq5QtP/M9p7NLrX7o4seRYGRQxClox77U2GwobwisVi2rx5c57yTZs2kVgsLmx1Jc47s2QkNJTIzCyvHIK3NxOp6dpVU/929uyiXScri6haNVbH+vV6vYXShqBMkVsqQdC2DQrSTdt2+3Z2nIsL0Zs3JWc/p2ygTedIvFxMgccCKeRSCEUlRuVZElMQgsbRujPrDGh1/rwzbXYZxujPUFvjLBYT7dpF1KqVqiwqyjj2cTgcjomgr/a6Z8+eNGjQIMrKyiJ7e3u6ffs2ETGtWy8vL32YyskHo/e5pk5ICOvz85P2S0tj+62t2eflyyVrnwGIimK3ItWuoKaU8hNegyZOZN/79SspCznFRSaXUVRiFM08OpMgAcXcjdHYr3V8uEKcR9/2YfpDqrSkEkEC+v7w9yV5C+8kBpNHePjwIXx8fPKU+/j44KEQzcIxPn37stlDAWdnoGtXFhE7bhxw8CCQlqbaP3cuW0NRWKysgPHj2d8rV7Kh7zvKjBmAWAy0bp13NtPWFti7l+3v0UM1m6mNPn3YcU+fAps3l5z9nLJBQL0A3PrmFqKGRCEkIASB7QMBETD72GwMiBiADps7wGuVFyLiI3SqT5BI2H5luyHN5hSS6OhoDBo0CD4+Pnjw4AEA4Pfff0dMTIyRLTMxIiKA2bMBGxuWATo1VbUesG9f4ORJFl1bowbQVjfpEA6Hw+EUTHR0NGbOnAkrKyuNcrFYrOyzOByj4O7OPq/ks/xbKPfyYp+lWCJBQHDRNGyofb9QLhzXny20w969wKtXhrWNox/MzczRXtwekvYSiJ3EWBy7WCmXFxEfgT6hfdDQtSF8q/vCw9EDMcNi0Mi1EfqE9tEYE7rZu2G9/3oAwFLpUkiTpUa5H44mhXbaenl5ITQ0NE/5zp07UVsQ9eSYBp99xjaALQs9eJANWs+eZev2AWDIEPapULABbIRujhwNhg9ngqxXrrBlp+8o5uZMaUKQQxg6lEklSKVAz56s4+vVi/nOC9K2tbAAvvuO/b1uXUlZzylLCB13OYtykByToJFrI0iHS5E+LR3S4VKtnXR+fNaQtSEn7p7A/bT7hjadowPh4eHo0qULbGxscO7cOWT9JzqWmpqKBQsWGNk6E0IuZ6Li/v7Ali1MHmjQIDa5uGkTc+QKxy1fzqUROBwOR08oFArItUQn3L9/H+XLlzeCRRzOf7Rty6JjFixg41+AvQccOwZs28beG8RilbTg5ctGMlR/6OqnFo5r3pzlasnIKFjWj2N65JbLi7kbgwmHJqBN9TYAAbHJsfipy09oU6MNdn++G351/DDp8CQNqYRe7/XC4CaDoSAFhu0ZhoycDCPeEQdA4eURdu3aRebm5tSlSxeaM2cOzZkzh7p06UIWFhYUERFR5NDgkuKdWzIikxGVL593aaiLC9vUy6ysiFxd2TmFZdQoVsdnn+n/HkoZ48fn/bktLPKWjR+ffx3PnhGZm7PjbtwoOds5ZQche6h/iD/JFXKNfQVlD9WGb7AvQQJaGrvUUObmyzvXZutA06ZNlTJF6stOz507R5UrVzamaVox2jPMvR4wPJzJIuRujKdOLVm7OBwOx0TRV3vdr18/GjFiBBGxfurOnTuUnp5OH330EQ0dOlQfpnLywWTem+7fJ1q+nOjjj4mqVyeytCSqXJkoIIDo5Mmi1ZmTQxQcTNStG6vL0pLJ/Xl7E82YQZSUpFs94eFMr87fn2jBAiIPD833AldXohEj2N/duxfNVhNCJmOvP/7+RHLNIQHJ5UR+fkRubkRbt7JXJ5mMaNYsdvs9ehT+er//TjRyJFGLFsy9ABBt3Fh0+/X12N8ltMkheK7wzCOHEHcvjiABRSVGaZS/ePOC3Je6l7hMwun7p6nb1m7kuNCRbOfb0gfrP6CdV3YWqo6N5zdq3HfuLfe96sL91Ps09a+p1GxdM3Jc6EiWcyzJbakbdd/WnTae30hZsqxC10lkAHmEK/9NwXz66ac4deoUKlWqhN27d2P37t2oVKkSTp8+jd69exvArcwpFubmbC0+AHh6ss8hQ4Bnz1RZtIVo2ypVgCdPgPnzC3+dUaPYZ0QECzN9h+nZk32uWcOUI0QiFl0rlbIEZUFBbP/KlfkHNlesCHTqxP4OCzO4yZwySPS9aCSlJGF62+kwE2k29QVlD9VGv/r9AAAHbvGMBKbAjRs30K5duzzljo6OSElJMei1Fy1aBJFIhPGCLI4pk3s9oJCR4+hRoHp11XGNG5e8bRwOh1OGWbZsGWJjY1G/fn1kZmZiwIABSmmExYsXG9s8TkmwahVbOnjnDtC5M4tg9fVloZs+PsDOnYWr7+5dwNsb+OIL4Nw54OOP2Rh36FDA2hpYtAioW5f1828jIIDJAp48CUyfzuoGAA8Plkn6gw+A335jZWUg0lZYDbpvH1v1KYxJpVJ2q/v2AY8escVIHTowZYiKFdm5hw8zub/CMHMmG+/evauK3i0q+nzs7xKCXN7MtjMBAJEDIpHwTYJGYjIAqFepHgAg/Fo4jiUdU0bcOts441e/XwEwmYRT908Z3OaoxCi0CW6DmHsx6NegH0a3GI1Hrx7hs12fYVncskLX17NuT8z+cHaeTewkLlQ92y9vR+1VtbEodhHMRGYY1HgQJvtMRnev7rj29BqG7RmGbtu6Fdq+QqGrF1gkElHLli0pKCiI0tLSiuRJNgVMZvaxJJHJ2IyhpeXbo22F7FlZRZgt8PZm569cqf97KEUIs5l+fnlnNeVy9l3Y7+mZf2Dzhg3s52zcuORs55QdQi6FECSg9CztiRbSMtMIElDIpZC31nXtyTWCBGQ9z5oycjL0bWqBvJNt9lvw9PSkv/76i4g0I203b95M9erVM9h1T58+TWKxmBo3bkzjxo3T+TyTibQV2LtX1dfxBGQcDoejRJ/tdU5ODv3+++80efJk+uqrr2j9+vX0hmfYNTgm894UHk507Fje8hMn2JjU2ZkoM1O3utLSiOrWZX325Mnaz0tIYIOs8+d1q1MYsPn4aIaYErEBW9euqrHxy5e61Wni5LfgyNubvSqlp7NPf38WiFy9OtuvJQd9gfz1lyr6deHCokfaGuKxv2tEJUYRJCBpct4sdOHXwpXRtPklJxsUMYggAb23+j2DjgFz5DlUa2UtKje3HJ1/eF5ZnpKRQnVW1SGruVaU9FK3kGoh0nbj+Y3FtutAwgEyCzSjCosr0OFbh/PsVygUFHEtgrpvK1pEvt4jbY8fP44GDRpg4sSJcHd3x9ChQxGdnygnx7QwNwfWrgVyclRluaNtXVxU+968ASpXLry+rRCxu2lTscwt7ajPZiYlMTnF16/ZbGavXqx82TI2sVuQtm2vXkzf9tIl4Pr1ErwBTpnAvTyb2r7yRLuAlVAuHFcQ71V6D272bsiUZeLk/ZP6M5JTJEaMGIFx48bh1KlTEIlE+Pfff7Ft2zZMmjQJX331lUGu+erVKwwcOBDr16+Hs7OzQa6hd7Tp1gHAkiXs092drUDhCcg4HA5H71hYWGDQoEFYsmQJfvnlF3z55ZewEbTEOWWfgADgww/zlrdty8I5X77UPYp16VLgxg0WCrpkCVCuXN5jvLyAP/8E6tfXrc7oaDZQW7YMGDgQaN9epW1vZgbMmqU6Nj8x2FKGsOAoKgrYuhVwcwP8/IBTp4BWrQB7e/a5ezcrT09n5xV21WenTixoubgY4rG/a7St0RZiJzEWRC9QJiYDVMnJFKSAu707UqakaM17srLrSrjZu+H6s+uYf6IIq7F15O/Ev3H75W0MaDQATd2aKssdrR0x3Xc6suXZ2HyxZDO0yxVyjIkcAwUpENonFB/X+jjPMSKRCL3r9UZEvyLkhSoEOjtt27Zti+DgYDx8+BCrVq1CYmIiPvzwQ9SpUweLFy/Go0ePDGknp7gEBAChoSon7ebNbHJNoWDr9z/4gAmuV6rE9r96BXz6aeEct/37My/j+fOshX2HCQhg0ggAMHIk4ODAVgJdvgxIJEBWFntXAVQreHNToQLQsSP7+wBflc4pJPl10gCgIAUWxiyEp5Mn2tZ4u8NKJBLhI8+PALBOlWNcpk6digEDBqBjx4549eoV2rVrhy+//BKjRo3CN998Y5BrjhkzBj169EAnQbelALKyspCWlqaxGY1hw9hMWdu2QEwMSzQSHc36vTt32IiAJyDjcDgcvZOQkICgoCDMmzcPc+bM0dg47ziWluzTwkK344OD2ae6IzU/rKx0qzO3hFJu1MuvXtWtzlKAuTnzT1etyiQRZsxQuQcEzMyAadNUsgiHDwOpqSVtqWEe+7tG7sRk0mQpUjJSMDZyLFztXPH49WOs7r4ajtaOaFWtVZ7kZBVsKmB1t9UAgEWxi/INBioux5KOAQA61+qcZ18Xry4AgON3jxeqzvMPz2NZ3DIsjlmMnVd24vmb54U6PyopCnde3oFPdR90rNmxwGPLWWiZUdAjOjttBezs7DBs2DAcP34cN2/eRN++fbFmzRrUqFEDn3zyiSFs5OiLvn01W73vvmPZs9u0YR1XbCyLvgUAmYxNZ331FcuoqQsVKzKhGaDwOkVlEHVt25AQIDCQfZ89GxgwAOjRg31PSMi/DmGC+iQPbuQUEm2ddHpWOqTJUvTa0Qv7bu7D0s5LYW6mm8PqIzF32poKIpEIM2bMwIsXL3DlyhWcPHkST58+xdy5cw1yvR07duDcuXNYuHChTscvXLgQjo6Oyq26un5sSRERwcIvZs9mE5RxcaroHgCws2N6dgEBBdfD4XA4nEKzfv161KtXD7NmzcKuXbvwxx9/KLfdu3cb2zyOMbl3DzhyhK12adTo7cffvQvcvw9UqwbUrq0/OwSx1fyiaNXLy5DTVkBXn3WVKkB2NotmLUkM9djfRQLqBWBXv124/OQyfIJ94LzEGQ9fPYSZyAzh/cI1dG615T0JqBeAT+p+AplChhF7R+QJBtIHCS+YQ6R2hbwP283eDfZW9kh4XoDTRAs/n/4Zk/6ahKlHp+Lz8M9RfXl1LI7RXVM99l4sANUY2JgU2mmrjpeXF6ZPn46ZM2eifPny2L9/v77s4hiKmTNZ2CcALF/OOs6YGOCff4AWLZhAvDDA9vAofGKyzz5jn6Gh+rW7FCKszD14kE0oSyTs3UQqZbOVvr6ArS0rzy+guVUr9smdtpyikLuTdljkAJ9gH1x5cgW7+u3KI0ZfEEKk7akHp/Aq+5WhTOYUAisrK5QvXx7u7u6wt7c3yDWSk5Mxbtw4bNu2DdbW1jqdM23aNKSmpiq35ORkg9iWLxERQJ8+qgY3PZ31c97eqmP+/ps7bDkA2Lz0sWPA9u3sU9d5ag6Hkz/z5s3D/Pnz8ejRI1y4cAHnz59XbufOnTO2eRxjkZMD/O9/bMnh4sW6rXQRVvNWq6ZfW7RJKAkdwrZtLHGasAK1jMgjqKOrz1pYYFVY1cTiYqjH/q4iJCaLGhKFse+PBQDEj4nPMxaUK+R4mcGWAx+9cxRyhRwikQhruq9BeavyOHn/JNaeWat3+1IzWSi3o7Wj1v0O5RyQmqVbuLenkydWdVuFm2Nv4s30N7j/3X1s6bUFFWwqYOrRqVh1apVO9Tx6xf4RVnMw/j/CIjttT5w4gaFDh8LNzQ2TJ09GQEAAYmNj9WkbxxCYm7NOCFA5Z11dWbStuzsb2HZhIegYOpR9rl6t+yjG359d4+pVJtj6DiNo2+7dCwwezH7i339nQV+DBrHA5s2bmWbQpEnaf2Jvb7ZE5d69/GUUOJyCUO+kQwJCEDUkSmv20Lfh6ewJsZMYMoUMMfdiDGQtRxdkMhl++OEHODo6QiwWQywWw9HRETNnzkSOuna5Hvjnn3/w5MkTNG/eHBYWFrCwsMDx48fx888/w8LCAnItDVe5cuXg4OCgsZUYcjnr4/z8mCibINLWpg0rYwYCzZuXnE0ck0UIyO7Qga2AEbJml/TglMMpa7x8+RJ9+/Y1thkcU0KhYGPLEyeAESOY89aYqCch6dULWLgQqFWLdQSDBrFJX+EdpwxG2uYn+w+w7wsXMtn/ceNY2cGDLEcLp/RibmaO9uL2+LT+pwCA+GfxGvsj4iPgtcoLPbaz5cDzoufBa5UXIuIjUM2hGhZ2ZCvuph2dhvtp90vW+ELwofhDjG05FrUr1oaNpQ2qOlTF/5r8D4cGHYK1hTUkxyWQKWTGNrNQFMpp+++//2LBggWoU6cO2rdvj1u3buHnn3/Gv//+i/Xr16OVEBbIMW1mzGCO2seP2fcnT5gH8fRplpDst99Y+fTp7PPp0/yzZeWmQgVVUpeSXkdhggQEMFmEjAzmD3dyYtq2V66wlbl9+jDNoPwSkpUvDzRowP4+dapETeeUIYROun+j/mgvbq+zJEJuuESCafDNN98gKCgIS5YsUUYuLVmyBBs2bMC3336r12t17NgRly9fxoULF5Sbt7c3Bg4ciAsXLsDc1PRghcQi06drirTJ5cCGDezvrCzd+zROmUVbQLZUyr736cMdtxxOcejbty8OHz5sbDM4poJCAXzxBdOLGzQIWLdO93Pd3Njngwf6tysggA3ITp5k7w1377JyDw/mtRR8G0+eqCQEywi5fdbq/aCQOHvpUqBZM+a8zcwEDh0qOfsM+djfdbTlPRESkzV0bQjf6r7wcPRAzLAYjcRko71Ho1W1VkjPTsc3B/SbQ0OIsBUibnOTlpUGx3Lao3B1pYFrA/jW8MWLjBeIfxr/1uPd7Nk/wgfpxv9HqLPTtlu3bvDw8MCqVavQu3dvxMfHIyYmBsOGDYOdnZ0hbeToG3NzYO1aJlAjCMBPnMics8Igd9MmJmYjCMX/8Yfu9fv7s0+ePQuASocnMpK9q0RFMR1bYWWuoBmUXyQtl0jgmAo8GZlpEBISgk2bNmHUqFFo3LgxGjdujFGjRmHDhg0ICQnR67XKly+Phg0bamx2dnaoWLEiGuYnhGZM8hNpO3QISE4GnJ01j+O8c8jlwNGjwOjRQOvWQHi49qzZ+a2A4XA4b8fLyws//PADhg4dimXLluHnn3/W2DjvEAoFSwq6eTNLWr1pU97MVwXh4cGyZiUnF5wIpKj07Ml07n18gK1b2UDt9m1g6lTmubSxYcddvqz/axsZwWd9+TK7fSFxthBcFBDA8rYKY9aSnMw09GN/l8md9yTmbgwmHJqANtXbAATEJsfipy4/oU2NNhqJyQAgyC8I5iJz7L6+G/tv6k8aVdCyFbRt1Xn06hFeZb9C7YrFFzeuZMskT17nvD1svE2NNgCAo4lHi33d4qJzi2lpaYldu3bh/v37WLx4MerWrWtIuziGJiCAjVQEh/uyZWzdfrlybI3gV1+xFltYartmDWu9dUGQVzh+nIWYvuMImkHOzuxdpX175jcXZJN++ontd3XVfj532nJMhQ6eLInTuYfnlHpHnJKnXLlyEIvFeco9PT1h9a6nz81PpG3jRvYpJMsUjuO8UwhyCJ06sXnquDigTh3NgaiQNTu/FTAcDuftBAUFwd7eHsePH8fq1auxfPly5bZixQqDXffFixcYOHAgHBwc4OTkhOHDh+PVq4J1+DMzMzFmzBhUrFgR9vb2+PTTT/FYWI34H/fu3UOPHj1ga2sLV1dXTJ48GTKZ5vLaY8eOoXnz5ihXrhy8vLywadMmjf0nTpyAv78/qlSpApFIpDUhGxFh1qxZcHd3h42NDTp16oSE0uyxEhy2W7awvCe//66bjm1uhg9nn/Pmvf3Y7OzC1S2s0Fm2DBg4UDVQA1iH0KQJ+3vv3sLVW0oICABu3WK+aiG46Pp1tnhW0HoXcs3v21f4n7c4GPKxv+uo5z1pu6kt7qbeRUxyDK4+vaqR9yR3YrJGlRvhu1bfAQDGHhiLNzlv9GLPhx4s+/rh23lXaBy6dUjjmKIiV8hx9t+zAAAPR4+3Ht9B3AE1nWsiLjkOUYlRBR6bJcsqlm1vhd4xUlNTCQClpqYa2xTTICuLyM6OiLlsVZutLdHcuUQtWxLZ26vKw8PfXqdCQVS1Kjv+0CHD34OJI5MRicVE/v5EcjkrCw9nZeo/uVis/ee9elX1SHJyStZ2Dic3761+jyAB/RH/R4lcj7fZeQkMDKT+/ftTZmamsiwzM5MGDhxIEonEiJZpp0SfobYG99kzIisr1pB++CGRpyc7jvNOIJMRRUURjR9PJBIR+fkRBQayfw5Hj7J/KiKRZv+blsb2h4QYzWwOxyiU9j63a9eu1KRJEzp58iRFR0eTl5cX9e/fv8BzRo8eTdWrV6ejR4/S2bNnqVWrVuTj46PcL5PJqGHDhtSpUyc6f/48RUZGUqVKlWjatGnKY+7cuUO2trY0YcIEunbtGq1atYrMzc3p4MGDymMiIyNpxowZFBERQQDojz/+yGPLokWLyNHRkXbv3k0XL16kTz75hDw9PSkjI0Pn38BknqFcTjRkCGtM+/Yt3iAmLY2obl1W17RpRGrvP0ru3CHq2ZPo/PnC1R0SwupNT9e+/5tv2P4uXQprdakkvzGqo2PRhvYLF7LzNm4svC2GfOwchkwuo5lHZxIkoMibkSST530/TstMI0hAIZfYS1F6VjpV/6k6QQKafmS6XuzIkedQzZU1qdzccnT+4XlleUpGCtVZVYes5lpR4stEjXP+TfuX4p/GU0pGikb52Qdn89Qvk8to0qFJBAmow6YOOtt1IOEAmQWaUaUllejonaNaj/nz+p/kF+Knc53q6Npec6cth41kAOagdXJin3PnEtnYaLbYVlZErq66DXaHDWPnTJpkePtLAeHhbFDo70+0YAH729eXbQDr0LQNHInYO4/wKG7eNI79nLKFTC6jqMQoCrkUQlGJUVo76Pz4et/XBAnom8hvDGihCt5m56VXr15Uvnx5qlSpEnXs2JE6duxIlSpVIgcHB+rdu7fGZgqU+DMMC2ONafPmRKtXEy1dyhpQBwftjSynzKJt8OnhoXLaSqWsj/X31/Tlx8Wx/VFRxrSewyl59NVeX758Od992pyV+uDatWsEgM6cOaMsO3DgAIlEInrw4IHWc1JSUsjS0pLCwsKUZfHx8QSApFIpETFnq5mZGT169Eh5zNq1a8nBwYGysrKIiOj777+nBg0aaNT92WefUZd8HH3anLYKhYLc3Nzoxx9/1LCvXLlytH37dh1+AYbJvDfNns0aUnt7ohkz2PfcW2E8bUlJRE2asDrd3IgGDyaaPp2NYz/8kMjCgsjamighoXB2RkWpOgRtTJvG9jdvXrh6SyHq41WplPmxpVL2XehDv/767fWsX8/89UOGsJ8NIGrTRlW2fr3uNhnqsXNURCVGESQgabL2/wNx9+IIElBUYpSyLOJaBEECspxjSfFP4/Vix993/ibLOZZUfkF5GvHnCJpwcAJ5LPcgSEBLY5fmOX7IH0MIEtDG8xs1yiEBNV7bmAZFDKIpf02hEX+OoDqr6hAkoGo/VaPbL24Xyq5tl7aRzTwbggTkHeRN30R+Q9OPTKfhe4ZTrZW1CBJQpy2dinTPpcJp+8svv1CjRo2ofPnyVL58eWrVqhVFRkbqdO727dsJAPXs2bNQ1zSZjsyUEDorZ+e80bbz56sGvMLIJzDw7XVu28aObdbM4OaXFsLD2WBR/Sf29FT5D7QNHAUaNWLH799f4mZzyhjh18JJvEJMkEC5iVeIKfyabo6sXVd3ESSgBmsavP1gPcDb7LwMHTpU580UKNFnqM1LJ2wVKnCHbRlHiKoNCWGvKsLgc80a9k9g/XrV4NPVVRWQre6kLagv5nDKOvpqr6tUqUJ37tzJU75r1y6ytbUtVt35sWHDBnJyctIoy8nJIXNzc4qIiNB6ztGjRwkAvXz5UqO8Ro0a9NNPPxER0Q8//EBNmjTR2H/nzh0CQOfOnSMiorZt29K4ceM0jgkODiYHBwet19XmtL19+zYBoPO5HJnt2rWjb7/9Vms9RGylTWpqqnJLTk42jfcmIcq2oK2w4ZfZ2UTBwURduxJVrkxkaUlUvjzzDE6fTnTvXuHt1LZCR0AuV0XYuLsXvu5SxNt+hpYt2c9QtSpbVFsQb3v0Q4YUzjZDPHaOCplcRuIVYvIP8Se5QvPhZ8uyqfVvrclliQsduX1EGeijUCjIL8RPGbmqeNs/Ch05df8Udd3alRwWOpDNPBtqub4l7bi8Q+ux+TltJx6aSG02tKHKP1YmyzmWZDffjpqsbUIzj86kF29eFMmu+6n3acpfU6jZumbksNCBLOZYUOUfK1PXrV1p4/mNlC3LLlK9pcJp++eff9L+/fvp5s2bdOPGDZo+fTpZWlrSlStXCjwvMTGRqlatSm3btuVOW30gtNLNmrGWtFIlIh8fop07tQ9+HRzePpJ5+JAdKxIRPX1aMvdRCjhyROX3jorK+zPmF90TEMDKV6woKUs5ZZHwa+EkkojIP8SfpMlSSs9KJ2mylPxD/EkkEenkuH3y6onS2fsy46XBbeZtdumnxJ5h7hCRlBSiOXNUfde6dYa9PseoaPPX29iwwGv11a+CU9bVVfXP5a+/2H6JJP9VLxzOu4C+2utZs2ZRzZo16eHDh8qyHTt2kK2tLYWGhhbXTK3Mnz+f6tSpk6fcxcWFfvnlF63nbNu2jaysrPKUv//++/T9998TEdGIESOoc+fOGvtfv35NAJTBRrVr16YFCxZoHLN//34CQG/evMlTvzanbWxsLAGgf//9V6O8b9++1K9fP632ExHNnj2bAOTZ+HtTIVB/f4iLI3r5kq3UEcJEhS0l5a1VlVbeFnAs7AeIzuZdfc4p5aiPEePuxVFaZhotOLFAGWGqLdAn8eX/2bvzuKiq9w/gn5lhFwEXEBQRzF3INRWU0lxwwSAk19LMFktMEzVRf4mVYKWpqWnfTK0MTBExcV9AUcddCxQVFcQFxI1NBWHm/P443mEGZmDYZgZ43q/XvMa5987lzID33Pvcc54nWbFeU2CVlE7bPrccpRur3vDhwzF06FC0bt0abdq0waJFi2BpaYmTpVRckslkGDduHBYuXIiWLVvqsLW1mETCk69fuMBfP3zIi7WMHl1USGzTJuB//+P/zs4GFi0qfZ/29kDHjvzYHhtbbU2vaTIy+POMGap57gVCwfPihc1bvyyWWJNrERD9ksllCNwfCO823ogaHYVejr1gaWKJXo69VCqDyuSll0u3rWcLZxtnAMC5e+d00HJCtCCTAYGBgLc3EBXFKzhaWwMWFnx9o0bAd9/x7UitIRT0/OILwN+f96FSKbB7N1/frRswcmRR35mQUFRoLCMDCA7mVbOF+nTBwapVszV5/pzXWj1/vho/HCE12MKFCzF06FAMGDAAjx8/RlhYGCZOnIg//vgD77zzTrn2NWfOHIhEolIfV65cqaZPYviCgoKQlZWleNy+fVvfTap5/Pz4gT8+HvDw4NWjAwKKDvLCBVst/jsTrj2Fa9HiunUr+veOHdXfHqJbyoXJPNZ7wGqxFeYengsRRAjtH4qcoBxIJ0nhZucG/y3+iEyMhLONM4L6BAEAAvcHIvdF6UUfScXpNWirTCaTYfPmzXj69Cnc3d01bvf111/Dzs4Ok4RygqRq+PkBW7bwqxkAWLiQB1zNzYFt2/hVz4YN/MIXAFauLPvit29f/nz0aLU1u6bRVNhcICwvXthcCNpeu1Y97SK1X1xqHFIyUzDXcy7EItVDf/HKoGV5relrAIAz985US1tJ6R49eoQpU6agQ4cOaNy4MRo2bKjyqJOE6s9z5xb1YwDv1wBevTo5mW9HaoXISKBVK6BfP2D5cn7KEh8P3LsHZGbybXbt4nH8DRsAZ2cgJIQXMxcuSlu35v2quztgawscPMgDvJoCtlevAsOHAzY2/BTnxx+r/WMSUmOtXLkSnTp1Qq9evfDRRx8hPDwcI0aMKPd+AgMDkZiYWOqjZcuWsLe3R4YwOuKlwsJCPH78GPb29mr3bW9vjxcvXiBTOGi8dP/+fcV77O3tcf/+/RLrhXWlbWNlZQVzc3OtPqewL3X70dR+ADA1NYWVlZXKg1SAnx/www+ASAR07QqsXs07E6mUB3EB4M8/9drE6qTtNSpAQdvayq+9H65PvY6D7x2ErYUtPBw9kDknE3P6zNE40GdW71lo2aAl7ubcxbdHv9X3R6i19B60jY+Ph6WlJUxNTTF58mRs374dHTp0ULvtsWPH8Ntvv+HXX3/Vev/5+fnIzs5WeRAN3nkH+OqroteBgXz07dWrfMSSVAo8esTXPXxY9mjbN97gzxS0VfD0VL1wBIpGCv31F//KnZ35dspopC2prLQcfgvd1U79LXRhubBdaShoq1/vvfceDhw4gAkTJmDJkiVYtmyZyqNOUjdE5PZt4PRpfgH2ySeq25EaLTKSj6x1c+PX1QDw66/Aq6/y5UJfefkyH1WbksLj9tHRgK8vEB7O1z9+DIwYAZw8CaxdC/TvX3IGjEDYf3Q08OIFv8AV7mMTQoB//vmnxMPPzw95eXkYM2YMRCKRYnl52Nraol27dqU+TExM4O7ujszMTJw7VzQL6PDhw5DL5ejZs6fafXfr1g3GxsY4dOiQYtnVq1eRmpqqGETk7u6O+Ph4lYDwgQMHYGVlpbhmdXd3V9mHsE1pA5GKc3Fxgb29vcp+srOzcerUqXLth1SQTAbMmsXv9J05A3z2Gb/+7dWLD14C+MzTWjpjR901qkAuB0JDgRYt+CnVf/8Bt27ppZmkmknEEkjEEjx49gBLvZbCWGKssr74QB8zIzOsGLwCAPCj9EdcfXhVH82u/XSUrkGj/Px8lpSUxM6ePcvmzJnDGjduzC5dulRiu+zsbObs7KxSqGzChAll5rSlPD/lVFjIc9YWz2MrFCUbMoSXbhTy1ZaW9E05r+3jiiV9ro2U0yaFhJQsTmZnV/JrFb5KsZixvDy9NJvUcBWpDFrWvpr/2LyKW1kS5bQtydLSkl28eFHfzdCaTn6H6pKx/fRTUcliTQnDSY1TvFiKuny1zs5F22Rm8vVhYerz3ioXBNXkwAHe/wK8EEpCQtmFWAipiSpzvBaJRFo9xGJxNbScGzx4MOvSpQs7deoUO3bsGGvdujUbM2aMYv2dO3dY27Zt2alTpxTLJk+ezJycnNjhw4fZ2bNnmbu7O3N3d1esLywsZK6urmzQoEHs4sWLbO/evczW1pYFBQUptrl58yazsLBgs2bNYomJiWz16tVMIpGwvXv3KrbJyclhFy5cYBcuXGAA2I8//sguXLjAbt26pdhm8eLFzMbGhu3YsYP9999/zMfHh7m4uLDnz59r/R3QeVMFlZbUddWqok6jFp9HFE/tm53Nn5VzvQt12Vat0ndrSXUJ+y+MIRgsJz9H7frsvGyGYLCw/8IUy4b9NYwhGGzgHwOrrChZXVAjCpGp079/f/bxxx+XWC50cBKJRPEQOn+JRMKuX7+udn8GW1HTkC1cyI/Grq6M2djwcpFHjjDm7c2XjxrFn93dyy6v3KoV33bfPt21vwbYto0xW1vVC8cWLRgLDVVfBEUuZ8zSkm93+bLemk1qsNIqg8rkMjY8bDhzWe6iqApamuy8bCYKFjEEg6XnpFdXkxljdPGhTvfu3ZlUU6UIA6ST36G6ssf9+/OD5vff8+Vl9VekRih+XV38tRCfX7iQ96XCBeauXXydcCozfbr6gqDFpaYy1qgRf8/771OwltRuNb3PffToERszZgyztLRkVlZWbOLEiSwnpyjwkJyczACwGKXA2/Pnz9lnn33GGjRowCwsLNjbb7+tUkCNMcZSUlLYkCFDmLm5OWvcuDELDAxkBQUFKtvExMSwzp07MxMTE9ayZUu2YcOGEuvVDSSaMGGCYhu5XM7+7//+jzVp0oSZmpqy/v37s6tXr5brO6jpv0O9Ub4DWNyhQ0UXbGFhJdfXImXd3PzuO77My0u/7STVpyIDfZIeJTGTb0wYgsEiL0fqqKU1n7bHaxFjjOluXG/Z3nzzTTg5OWHjxo0qy/Py8nD9+nWVZfPnz0dOTg5WrFiBNm3awMTEpMz9Z2dnw9raGllZWZTzRxOZDGjalOfxefGiaLmREVBYWPTawYFPNY2JKcpfW9y4cUBYGPDNN8D8+dXZ6hpFJuO5+Jo25bNvmjXj01IkEj4FxdeX5w5KSiqaqtm1K89WsWMH8NZbem0+qaEiEyPhv8Uf3m28EdQnCK52rkjISEDosVBEX4tGxMgI+LUvpfqOkg6rOyDxYSJ2jtkJ7zbe1dZmOmaXdObMGcyZMwdfffUVXF1dYWysOnXJ0L4nnf0OhTnz3t7A558Dgwfzg+2bb/J+qqzqUsSgyWQ8JfG2bcCqVfwUxdq6qD91c+M16J4+Bays+KmHsTEwfnxRTVUAcHEBlizR/k9h1CieGrlbN+DYMcDMrDo+HSGGgfrcmo9+hxUUG8uTpEulPCWCsnv3+MUaAOzbBwwapPPm6ZLQ36al8ct94RoVABITgQ4dABMTni2xfn39tpVUPZlchlYrW8HNzg1Ro6NUaqHImRw+4T44e+8slgxagmZWzeDp5AmJWIL5h+djUdwiONs44/Jnl2FurF0+77pM2+O1XnPaBgUF4ejRo0hJSUF8fDyCgoIQGxuLcePGAQDGjx+PoCBekc7MzAyurq4qDxsbG9SvXx+urq5aBWyJliQSYM2aooCtnx9PYNOzJ9C7N182ahTQvDn/d2nZyHv04M+nT1dfe2sgoWbO0qU8rt23b1FnKFS2Ll4zh/LakspSVxnUY70HEjISyhWwBYDXmr3Ma3uX8trqmo2NDbKzs/Hmm2/Czs4ODRo0QIMGDWBjY4MGQrGMuki5+vPAgUV555KTKWBbwykXHVu1ii9r144vl0h4X6ouX+0ff/CA7cKFPIgbE1N6obHiTp3iAVuRCFi/ngK2hGjr888/x08//VRi+apVqzB9+nTdN4iQspSW1LVJk6ILtVKKwtUWEgm/Nh0zRvUaFeB97yuv8DDBgQP6aiGpThKxBEsHLUX0tWj4bvaF9LYUOfk5kN6WouevPRGdFI30p+l4d/u76Pd7P7Ra2QqRiZEI6hOEZvWbISUzBUulS/X9MWoVvQZtMzIyMH78eLRt2xb9+/fHmTNnsG/fPgwcOBAAkJqaijQqGqIffn78KgfgV0WMAceP8ysYAPj776JA7MaNmpOyv8YDOzhDgR1l6mrmKBOWK//5U9CWVAWhMmjMhBiE+YUhZkIMkqYmlStgC1AxMn0aN24cjI2NERYWhkOHDuHw4cM4fPgwYmJicPjwYX03T39kMqBhQ+Dbb4v6HqEqFQVsayzlomNSKR9h6+DAT0tGjODrleP1Qs25gAA+Y2XbNl5jVd3FZ2kY4zVpAGDCBF6EjBCinW3btqG3MNBDiYeHByIiIvTQIkLKUPwOoFQK5OTw57ffLrrWrYMXYkLR7PBw4MgRYNgwvjw6Wq/NItVI00Cfs2ln0b1pd0gnSZETlAPpJCnc7Nzgv8Uf+27sww8DfwAAhB4Lxe2s23r+FLWHkT5/+G+//Vbq+tjY2FLXF0+hQKrYvHnAzz8D9+/zqplbt/LppvPm8XkRw4bxYGxmJrBoEb8qKq5TJz5EJT0dePAAsLXV+ccwRA4O/DkhoeQMHGG58nZAUdC2WJYQQspNIpagr3PfSu1DOWjLGINIJKqClhFtJCQk4MKFC2jbtq2+m2I4IiOBwEA+hUFZhw7aR+mIQREuEidPBtzdefBVyASyahUP5DZpwoOzb77J+0tXV/4nMH064OOjOqWzvPbu5bNdzMx4hidCiPYePXoEa2vrEsutrKzw8OFDPbSIEC0IdwADAwEPj6Ll9vZA+/Y8N8ClS/yOYR2h7vRKGGy8axcflCzW6zBAUl382vvBp60P4lLjcDf7LmYemInuDt2xY8wORcqEXo69EDU6Cr6bfTFz/0xcC7iGn8/+jGOpxzD74GyEjwjX86eoHei/GNFMIuFDUwBg506eGmHTJj785N13+cjbX3/l61etUj/atl49nkAO4J0cAVD6DBy5HAgN5V+bp2fR8hYt+PNtumlFDEAn+04wEhvh4bOHuJV1S9/NqVO6d++O23QgKFJ8KKYwI0Qs5tG2yEj9to+Um5AOYcAAfr/3xAmgTZuiX6VwXS0W8xkpDRrw6+tLl3hwd9my8o2qLY6xovvQAQGAo2OVfCxC6oxWrVph7969JZbv2bMHLVu21EOLCNGSnx8fIRMTw+8A2tvzwUeJiXz999/XmfOK4qdXwsDjbt34+owMmkxb2wkDfZpZNUN6bjrmvT5PJcctAIhFYgT1CUJyZjKO3T6Gnwb/BBFE2JywGXG34jTsmZQHBW1J6Xx8+PPz57wCh40NvzKKjweCg4GbN/n6Bw9UE7Aq69iRP1PQVqG0GTi+vnz5kiWqF5xCCuHbt/kFJSH6ZGZkhleb8PnClNdWt6ZOnYpp06Zh48aNOHfuHP777z+VR50ik/EhIN7evApVr178hiIA9O/Pl8+cqTmFDzE4yheJQpamQ4f4a39/1cDt5cv83wEB5c9XW5p//gHOnuX3nWfPrvz+CKlrZsyYgdmzZ2PBggU4cuQIjhw5gq+++gpz5szBF198oe/mEVI6iYQnRl+xgqdbkkp5YnSAF+ZW7oxqKXWnV5aW/Pmff4pmg/7zj16bSXQkLYfnbHS1U5/bUVielpOGLg5d8FHXjwAA0/ZOg0xO5+CVRUFbUjpPT6BxY/7v6GjeYQlXUQsW8MCtQFNBMiFoK8z5JwBUc/B5ePBq1x4e/GtSVzNHKFr6/Dk/jyBE3yivrX6MGjUKiYmJ+OCDD/Daa6+hc+fO6NKli+K5ThGqOs6dWzQ/T8jrO3Cg+qqOxGAVv0h8/XW+3MKCvy4egxcGPo0YUbmRtcoKC3kWKAD4/HPK6kRIRXzwwQdYunQpfvvtN/Tr1w/9+vXDpk2bsGbNGnz00Uf6bh4hpVMXsRTOrwoK6sQNYXWnVwKxGPjwQ/7vv//WedOIHjjU51H6hAz18RxhubDdt29+C2tTa1xIv4ANFzfoppG1GAVtSekkEmDqVP7vxYv50Ts4mM8V7NOHL588mT+vWKH+riONtNVIeQZOWZWtzcyKLh7v3NFtOwlRh4K2+pGcnFzicfPmTcVznVK8qmNhIa+SAfBEp+qqOhKDVfwiUTmVEKAag9eUSqiy1q7lpyuNGhUVIiOElN+nn36KO3fu4P79+8jOzsbNmzcxfvx4fTeLkLKpi1i+8gofZfvsGTBpUq2/IVxW0eyJE/nzjRuUuq8u8HTyhLONM0LiQiBnqrkd5UyO0GOhcLFxgacTPyGzrWeL4L7BAIC5h+YiKy9L102uVShoS8o2bx5gZ8fnCs6dy+fmHzvGI4fBwcDp07wayNCh6u86ChW0kpN13vSaQCLhI4RGjuSvt2zhxVfU3bwV8upR50gMwWvNeND23L1zJTpwUn1atGhR6qNOUa7qCADnz/NcMzY2QOfO6qs6EoMkk/E0CADw5Al/XTyV0NOnfP2RI5pTCVXGo0dFuWy//ZbnyiWEVI6trS0sLS313QxCtKcuYmlszAO3AC+yrbxdLVT89Kq49PSif+/eXf3tIfolEUuwdNBSRF+Lhu9mX0hvS5GTnwPpbSl8wn2w89pO+LTjRcuEdAhTXpuCto3a4sGzB/j26Ld6/gQ1GwVtSdkkEmDNGiAvj7+eNIkHb/PzedD2/Hng/n3+rO6uoxBEuHePTykhJQhFV/r1A8aO5c+tWpUcuCzktaWRtsQQdLDtAHMjc+S8yMHVh1f13Zw65c8//0Tv3r3RtGlT3LrFC8EtX74cOzSlqamtild1PHq0aLlIVD1DMUmVE/rAb1+e0w8dWtQHKqcSGjiQrw8O1pxKqKIYAz77jAeMX30VoBnchJRP165d8eTJEwBAly5d0LVrV40PQgyapohlu3b8OTZWdbtaSJui2cKNzV27dN48ogd+7f0QMTIC8Rnx8FjvAavFVvBY74G9N3jRyeUnl6Pf7/3QamUrRCZGwlhijGVeywAAK06twLVH1/TZ/BqNgrZEO35+vIImAPz2Gz+Cp6XxzmrTJp6gvXNnvr540MDODjAx4Uf4u3d12eoaQVNlzuJFVwAaaUsMi5HYCF0ceI6vC+kX9NyaumPNmjWYMWMGhg4diszMTMheDsu3sbHB8uXL9ds4XSs+FFPof5ycqmcoJqlyyn3gsWP8Pm+fPnyAk9AH+vkB164B7u48TdDBg1VXdEywcSOf6WJkBPz6K/3JEFJePj4+MDU1BQD4+vrCx8dH44MQg6YpYikEbbdvr/U3hLUpmi3kfz94kNdcIbWfX3s/XJ96HTETYjC953SIIMLgVwZDOkmKnKAcSCdJ4WbnBv8t/ohMjMSQ1kMwpNUQFMgLELg/UN/Nr7lYHZOVlcUAsKysLH03peaJiWEMYKxRI8a6dmXs0CHGCguL1h87xtc7OKguZ4yxVq34uiNHdNpkQ1dYyJizM2PDhzMmk6muk8n4cheXoq8zNJR/jePH676thKjz0T8fMQSDzT80v1r2T8fsktq3b8+2b9/OGGPM0tKS3bhxgzHGWHx8PGvUqJEeW6aeTn6H27bxgykfMMkfLi58OTFY6vrAbdsYE4kY8/ZmrHdvxlq0YCwujm8jElXPr/TMGcYsLPifTWho1e+fkJqC+tyaj36HVUTojIYPZ+zECcaysxmbN6/oHKOOnF+UdnollzPWrBlftnu3vltKdKlQVsiclzuz4WHDmUyuGsSQyWVseNhw5rLchRXKClnig0Rm9LURQzDY3qS9emqxYdL2eE0jbYn2PD157tpHj4CVK3mRF4BPEfnrL16xw96ej8AtniLByYk/v5zGS7iyKnMWL3xOI22JoWnfuD0AIPFhop5bUnckJyeji1DFWImpqSmeCkk/6xo/P2DnTv5vY2PgwIGqH4pJqpy6PlBIh5CQABw/zk8bPD2rPh2C4MYNYNgwXltm0CAqPkZIVXrx4gXu3LmD1NRUlQchBk85N4+HB2BlBSxaxNc1aFBnzi9KK5otEvH+E+Ajb0ndEZcah5TMFMz1nAuxSDWIIRaJEdQnCMmZyYhLjUO7xu0Q8FoAAOCLfV+gQEbpMsuLgrZEexIJMGYM//e33/JkNq+8whOwvvsuny8hVM8qnphdyGtLJ2oqyqrMWbzwOeW0JdVFJpchNiUW4fHhiE2JVSSRL0sH2w4AgMsPLldn84gSFxcXXLx4scTyvXv3on379rpvkKE4fZo/u7sDAwbQ/HYDJpPx+73btvHXxf9shYtEIU/e/PnVE4O/epWfwmRk8AxPW7fSnw0hVeHatWvw9PSEubk5WrRoARcXF7i4uMDZ2RkuLi76bh4h2ikesRRuDj95AmRn67dtOiQUzR4zhj8r95Pe3vw5OpqPwyV1Q1oOD0642qkPYgjLhe2+euMrNLZojMSHiVh7dq1uGlmLGOm7AaSG8fEBli/nAdo9e4qWt2gBTJ7Mr7AePOBXV8popK1aynnue/Uqub544XPlkbaMFRUvJaQyIhMjEbg/ECmZKYplzjbOWDpoKfzalx4laW/Loy1Jj5NQICuAscS4Optap3399deYOXMmZsyYgSlTpiAvLw+MMZw+fRrh4eEIDQ3FunXr9N1M/ZFK+bO7u37bQUoVGQkEBvIRtoJ27YDVq1WDshJJUZGT/v2rPpgqlQJvvQU8fAi0bcurX1tZVe3PIKSumjhxIoyMjBAdHQ0HBweI6ISV1FRCxFJgbw+kpwNXrgA9euitWYaif3/AzIyPy7p0SfNAJFK7ONTnwYmEjAT0ciwZxEjISFDZroF5A3zb71tM3jUZC2IXYKzbWDSyaKS7BtdwNNKWlI+nJw/Q5ufzC+NNm/jdxxs3gNmzARsbwMKCV/SQKY3UE6KOGRn6aLXB0qYyp3KeeyFom5cHPH6s06aSWioyMRL+W/zhZuemMYl8aZpbNYeliSUK5YW4/vi6jlpdNy1cuBC5ubn48MMP8d1332H+/Pl49uwZxo4dizVr1mDFihUYPXq0vpupPydP8md1d8CIQSheeDMzk58eMAaMGKFaeFNdH1gVGAPWrAHeeIMHbLt142kaanERcEJ07uLFi/jll18wZMgQdO7cGZ06dVJ5EFLjCFNEhLuJl2mGGcAv+4WMiZQioe7wdPKEs40zQuJCIGeqQQw5kyMkLgT29exxN/uuYgbnh10/xKtNXsWTvCdYELtATy2vmShoS8pHIgE++ICXiJRIgJYt+RXP6dO8lOSuXXweo3IiVgBo9PJOyqNHemm2odKmMqdy4XNTU8DOjv+b8tqSypLJZQjcHwjvNt6IGh2FXo69YGliiV6OvRA1Ogrebbwxc//MUlMliEQiRV5bSpFQvZjSvLNx48YhKSkJubm5SE9Px507dzBp0iQ9tk6PZDI+80OYmtC9u37bQ9SSyfgIW29vICqKx9atrYFVq/j93CZNgIAAHsjV1AdWVno6H1372WdAQQEPFMfEALa2VbN/QgjXoUMHPHz4UN/NIKRqREYCrVrxfDqJL2s4TJ+ueqexjhFi2OHhQJs2fJmQ0ojUfhKxBEsHLUX0tWj4bvaF9LYUOfk5kN6WouevPRGdFI30p+l4d/u76Pd7P7Ra2Qo7ru7Acq/lAIA1Z9cg/n68fj9EDUJBW1J+rVvz59TUosTsHh58lFNwMPDpp3y9cl5bIWhLJ3AlqMtz7+GhueiKMNqW8tqSyipPEvnSCCkSKGhb/YpPMbWwsICdcCenLhIupIYOLVrm6VmnL6QMlabCm0IfKBbz04YGDUrvAyuisJCnX2jXjgeCTUx4MHjrVqB+/crvnxACZGdnKx7fffcdZs+ejdjYWDx69EhlXXYdygVKaoHiU0R++IEvNzfny+vg+YZyDHvsWJ45EeDFQ2l8Vt3h194PESMjEJ8RD4/1HrBabAWP9R44m3YW3Zt2VzuD80neE/i194OcyTF933SVASlEM8ppS8pPmEMYFgYcOsSHyTx4wB8LFgBr16puB9BI2zL4+fF0wXFx/KLVwYHHHdSNLnJ0BM6fp5G2pPLKm0Rekw6NeTGyxIeJVdg6ok6bNm3KzA34uK7kThEupLy9+fDJn34CXn+dD9/096+6iB+pNJmMny4AvH6LTKbav/n58emVDRrw0bYjRmjuA8tr/34+wld5IPb69fz6mxBSdWxsbFT6J8YY+vfvr7INYwwikQgymXbFTgnRq+JTRMRiPiUS4KNsXnsNmDmTX8TVkSqWyqde4eE8h21CAjBoEP9qvv4aWLFC360kuuLX3g8+bX0QlxqHu9l3MfPATHR36I4dY3YoBgQJMzh9N/ti5v6Z2P/ufuy6tguHkw9jx9Ud8G3nq98PUQNQ0JaUn5CIdfp04Nw5ftSeO5cftf/7r+giWXlUbePG/PnxY6qgpUHxPPea2Nvz5/v3q7U5pA4obxJ5TWikre4sXLgQ1tbW+m6G/hW/kHr3Xb580CAgKIjPra9jF1KGqnjhsaFD+SnE0qWqMXVhxumIEdr1hWVJSABmzQL27uWvGzYEvvkG+OQT+pMgpDrExMTouwmEVC1hikh4eNEUkfb8nBc3bwLr1vGbxXFxVdNxGTh1MWyApzsKCOB56H/7DfjxR+pn6xKJWIK+zn0RmxKL9Nx0zHt9nsYZnB7rPXAn5w5meszEorhFCNwfiMGtBsPMyExPra8ZKGhLyk8iAb7/Hhg5kieh+/JLoGNHPr9/8WIeTezenRcme/ttvr0w0lYmA7KyeMEyUiFNmvBnCtqSylJOIh81Okqlg5UzOUKPhcLFxgWeTqVXAepgy0faXn10FTK5DBIxnalVl9GjR9ftdAiC4hdS58/z5d268ddBQXyOfR25kDJUyiNyNm0Cxo0DmjfnpwDKg6GrsujYgwfA//0f8OuvfL/GxsCUKcBXXxXVjyGEVL033ngDX3/9NWbOnAkLCwt9N4eQyhNS/bkqzUhr1ozn1cnJAczMVLer5dTFsAXDh/N+/OlTnit+wAC9NJHoUXlmcM7pMwcbLm7AzSc3sUy6DEGeQTprZ01EOW1JxQhVO0QioE8f1USs27bxaarKxchMTYF69fi/Ka9tpVDQllSV0pLI+272RfS1aCwZtKTMIKyLjQtMJabIK8xDSmaKbhpfB5WVFqFOUb6Qys0Frl3jr7t0KVquvB3RKSEdwuTJgLs7Py3o3ZuPvjl+nG/j4QHMmAEcO1Y1RcdkMp6tqU0b4JdfeMB2xAg+gnfZMgrYEqILCxcuRG5urr6bQUjVEFL9Cfl1AH7t264d//eBA6rb1XLqYtiCHj2KxmjFxuqsScSAKM/gVEd5BqeliSW+H/A9AGBR3CLcy7mnm0bWUBS0JRUjHLWvXOG308LCgIMH+dCW/HyetE55O4Dy2lYRCtqSqqQpiXxCRgIiRkbAr33ZOUElYgnaNm4LgFIkVCdK1q9E+UIqPp6n3bG3LzpAChdYdeRCypAIBUoGDOCjXk+c4IHUyMiiomMJCTx4e+sWH1lb2aJj584BPXsCU6cCmZlA587AkSN8n6+8UpWfjhBSGuqnSK0ipAQMCeF3AgUd+Awz/PFH1UwRqSHUxbAFEgkP3ALA1au6axMxHMozOOVMrrJO3QzOsW5j4e7ojqcFTzHn4Bx9NLnGoKAtqRjhqJ2YyKeempoCH37Ir9LGjgWGDePrk5KK3iPktaWgbaVQ0JZUNb/2frg+9TpiJsQgzC8MMRNikDQ1SauArUBIkUDFyKqPXC6n1AgC5QspITWCMMq2Kufak3JRLrK9cCFfdugQfy0U2fbzA65fB3bt4uvnz+enChUJ2D57xvPW9ujBA7fW1sDq1cDZszzNICFE92hWCKk1JBKegD06mk8JkUp5WgQh/cfVq5WbIlLDaIphA/z1gwf83xcv6rplxBCUNoPTJ9wHO6/thE87XrRMJpdBJBLhpyE/QQQR/vzvT5y4fULfH8FgUU5bUjHKR+3x43l+W6GMZIcOPGh7/jwQHMznUPj50UhbLclkPKtEWhqPjRevoE1BW1IdhCTyFdW+MRUjIzokXEj5+wP//suXtWvHL6hCQ/kFVkREnbmQMgTFC5QcPcqXW1jw18VrwwnpCvr3r9iv6ehR4IMPgBs3+OvRo3kaBKFYJyFEP9q0aVNm4Pbx48c6ag0hlSRMEQkM5Hl9lDk7V3yKSA2kfOrl68vLB7i68pG3oaH85qmREb8xe+VKURYJUncIMzgD9wfCY33R/xcjMQ87Lj+5HMtPLoezjTOWDloKv/Z++KDLB/jtwm+YumcqTn94mmqjqEFBW1IxwlF7xAieFqF3b+DPP4HLl3kV7+PHgS1b+LQR4SpNCNpSTluNilfZBkpW2RaCtrm5fJQR1XoghkAYaUtBW6IzwoXU2LH89bJl/OHiUrm59qRCihcoUb63GxWlWhvu9dcrPhg6NxeYM4ePqAUAR0dg7dqiCT6EEP1auHAhrK2t9d0MQqqOnx+/lhVG1cjl/Ho3PZ3fsaxDN4g1xbCFU69ffgH27wf++YeCtnWVX3s/+LTlI2p3XNmBFadWYPArgzHv9XlwtXNFQkYCQuJC4L/FHxEjIxDSPwQRlyNwPu08frvwGz7u9rG+P4LBoaAtqTg/Pz7/ccECXknExoYvV75gbtas6CpNGFaTlaW3Jhsy5Srb4eFFdy5DQlSrbFtZ8WwU+flARga/KCZE35TTIzDGaHok0Y233wZMTPgB8bvv+Dz54tMTSLUSZods28Zft+eD7kuMyPn8c778yBFekKwig6H37gU++QRITeWvP/oI+OEHnhaBEGIYRo8eTal8SO0jkfCUgADv+D78EMjL43cr61jy9OIxbOWZoenpPGi7Ywcwe7a+W0r0RSKWwNPJExN3TIR3G29EjY6CWMQzs/Zy7IWo0VHw3eyLmftnImlqEhb2XYjp+6Zj7qG58O/gj4bmDfX8CQwL5bQlldO6NX/evZsXI4uJUU1Op1zB28qK/zs7W/ftNHDFp5X26gVYWvLnqCi+fOZMvp1IRCkSiOFp1bAVJCIJcl/k4k72HX03h9QVd+7w/HJGRsD06fyCigK2OiMUHevXD1i1ii9r144vB4pG5MTHAwMH8mXBweUvPHb/PjBuHDBkCA/YOjvzST7/+x8FbAkxJHTDltQJEknRMNJLl/TbFj0RYthjxqieer31Fn+WSuk6ta6LS41DSmYK5nrOVQRsBWKRGEF9gpCcmYy41Dh89tpn6GjbEY+eP8JXMV/pqcWGi4K2pHKEgmQNGvCjtqcnv+0WHg7ExhblGnRwKAra0kjbEoRppXPn8mmlysRiPq00OZlvB1DQlhgeE4kJWjfiN3GoGBnRGaGEcdu2fMQt0RnlomNSKZCZybt6xnjmJOXA7bVrgLs7YGvLg63aFh4rLARWruS/3rAw3h9On86DwP37V+enI1XpzN0zGPrXUNgstkG9kHrota4XtlzaUq59bLy4EaKFIo2P2JTYcrfrbvZdBB0MQtdfusJmsQ1MvjGBw1IHDAsbho0XN+KF7EW591nXMcb0+vMfP36McePGwcrKCjY2Npg0aRJyc3NLfU9eXh6mTJmCRo0awdLSEiNGjMD9YifYqampGDZsGCwsLGBnZ4dZs2ahsLBQZZvY2Fh07doVpqamaNWqFTZu3Kiy/ujRoxg+fDiaNm0KkUiEqKgolfUFBQX48ssv4ebmhnr16qFp06YYP3487t27V+Hvg1SjDnyGGS5TWjBljo5At278XEAoOErqprScNACAq52r2vXC8rScNBhLjPHTkJ8AAGvOrsHF9Is6aWNNQekRSOUUL0g2a5ZqQlZzc8DOjm8nXFzTSNsS0vgxTTEwuTjlAcsABW2JYepg2wFXHl7B5QeXMeiVQfpuDqkLhH6lY0f9tqOOKT47RLjZuGoVD+Q2aQIEBABvvgkkJvL8tSdP8tG12gZbDxwAZswo+hV37cpz5XXvXi0fiVSTmOQYeG3ygpmRGUa7jkZ9k/rYlrgNoyJG4XbWbQR6BJZrfz5tfdDZvnOJ5c42zuXaT3h8OCb9MwnPC5+jm0M3vPvqu7A2tUZ6bjoOpxzGxB0T8ed/f+LQ+EPl2m9dJy9eUl7Hxo0bh7S0NBw4cAAFBQWYOHEiPv74Y4SFhWl8zxdffIFdu3Zh69atsLa2RkBAAPz8/HD8+HEAgEwmw7Bhw2Bvb48TJ04gLS0N48ePh7GxMUJCQgAAycnJGDZsGCZPnoy//voLhw4dwocffggHBwd4eXkBAJ4+fYpOnTrhgw8+gJ+au1bPnj3D+fPn8X//93/o1KkTnjx5gmnTpuGtt97C2bNnq+HbIhUi5AQqKOCv4+P12x4D9NZbvCjZjh28YCipmxzq88F9CRkJ6OXYq8T6hIwEle3edHkTIzuOxJZLW/DZrs9w7INjJUbo1lmsjsnKymIAWFZWlr6bUnts28YYv6HGWJ8+jB08yB99+vBlIhHf5o8/+OtBg/TdYoMTE8O/GqlU/foTJ/j6mBj+etIk/vqbb3TVQkLKNu/QPIZgsI/++ajK9knH7JqvWn+HEyfyg2FwcNXvm6hVWMjYsmX8a1+9mr9Wtm0bYw4ORacFAGMuLny5Nv79l7EhQ4re27AhY2vWlPw5xPAVyArYKyteYabfmLILaRcUyzOfZ7I2K9swk29MWMqTFK32teHCBoZgsA0XNlS6XXuS9jDxQjFr+F1Dtv/6/hLr5XI5i7wcyYb+NbTSP6umqcl97uXLlxkAdubMGcWyPXv2MJFIxO7evav2PZmZmczY2Jht3bpVsSwxMZEBYNKXJ+W7d+9mYrGYpaenK7ZZs2YNs7KyYvn5+YwxxmbPns06duyosu9Ro0YxLy8vtT8XANu+fXuZn+n06dMMALt161aZ2wpq8u/Q4G3bxpizs2oHZ2KifQdXR/z7L/9qzMwYy83Vd2uIvhTKCpnzcmc2PGw4k8llKuteFL5g7uvcme33tuzgjYOsUMZP8u5k3WH1FtVjCAZbf369PpqtU9oeryl0TSrPx4ePpjU35wXJBgzgj7t3ga1bixKy1qvHt6eRtiUoD1guPkhBLi9ZZZtG2hJD1KphKwBAcmaynltC6ozEl6k4hOpXpFoJOWy/+IK/njKFvxZSIQA87YEwWzQgoGSqe01u3OB5azt3Bvbs4WmKp03j7508mVIV10SHkw/jxpMbGOs2VmV0rLWZNeb2mYsXshf4/d/fddommVyGKbunQM7k2OK/BQNfGVhiG5FIhLfbv43IkZFq9kAMlVQqhY2NDborDccfMGAAxGIxTp06pfY9586dQ0FBAQYMGKBY1q5dOzg5OUEqlSr26+bmhibCyTcALy8vZGdn49LLfKZSqVRlH8I2wj4qKisrCyKRCDZCsWeiP8VzAl28yJcXFvLlkXX7eCGT8cyI4eHAo0f8ujUvjxcQJXWTRCzB0kFLEX0tGr6bfSG9LUVOfg5C40Jhvdga0jtSPHj2AAP+HIBWK1shMjESzayaIbhvMABg9sHZePz8sX4/hIGg9Aik8uLigIwMHrAtKChZRrJZM8DDA7h1i29PQdsSilfZDgriKRESEnjAtniVbQraEkPUwroFAOBW5i09t4TUCYwBV67wf1PQtloIs0DT0njwNDiY34edNYsHbH/9FfjnH953KRcWE2LpI0YUFdvWJDUV+PZbYP16/vMAYORIYNEiHhAmNZeQZ1ZduhyvVnzK+JFbR8q1zwtpF/Do2SMUygvhbOOMAS0HoJFFI63fH5MSg5tPbsKjuQf6tyw9V4epkWm52kb0Kz09HXZ2dirLjIyM0LBhQ6Snp2t8j4mJSYmgaJMmTRTvSU9PVwnYCuuFdaVtk52djefPn8Pc3LzcnycvLw9ffvklxowZAyuhLoga+fn5yM/PV7zOpuusqqcuJ5BMBpiZ8cjkm2/yAUo+PnXyDmNkJP96lDMkCn+y27fzcwFSN/m190PEyAgE7g+Ex3oPxXILIwuE9g9FQI8AJGQkICQuBP5b/BExMgLTek7DxosbcenBJcw7NA9rvNfo8RMYBhppSypPSLTaqZP6MpJCQtZnz/gznUyopVxl28ODd3YeHuqrbFPQlhiiFjY8aJualQo5029eO1IH3LvHq1+JRLwfEiJ+pEoIo2r79QPGjgUWLODXp+PHA598wmeH/PMP306YUCOTqZ8dos6dO0UjdX/9lb938GCeB+/vvylgWxskPU4CALRu2LrEOntLe1iaWCLpUVK59vnT6Z8w88BMzDk0B6O3jUbzZc3x3bHvtH7/8VSep/RN5zfL9XOJ/syZMwcikajUxxXhBl4tUVBQgJEjR4IxhjVrSg9YhIaGwtraWvFo3ry5jlpZh6irGC2RFBUjGzhQtWJ0HVJ8AHJODn92c+Prt28HXlBNxzrNr70frk+9joPvHYSthS08HD2QOScTc/rMgaWJJXo59kLU6Ch4t/HGzP0zIRaJsXroagDAL+d+wZm7Z/T8CfSPgrb6dPcusHw5MGgQ4OTEK1/b2/PbURqm8ZSpsBDYsAEYOpTvy8QEsLYGXnsNmD+/aLRrVXLgyaMV1UKKE5a34AEdCtpq5ucHXL/Op5OGhWmeVlqZoO2mTfyCu3t3wNSUxzuKFbgtF338yekTVcHWzNHKESKIkC/LR8bTjGr/eaQOi4wsqkjFGODlVXKePqmw4hdhu3fz5d268VGwO3bw2SHR0bx/8vbm16tr1/LZItHRwJIl6gcc3bsHfP45/3X9/DOfoNOvH5+ss2cPLzhGaoesvCwAPB2COlamVsjKz9JqXy42Llg5ZCWuBVzDs7nPcOeLO/jD9w80NG+IOYfmYOWplVrtJz2Xj4x0tHLUanuif4GBgUhMTCz10bJlS9jb2yMjQ/Xco7CwEI8fP4a9vb3afdvb2+PFixfIzMxUWX7//n3Fe+zt7XG/2Am38LqsbaysrMo9ylYI2N66dQsHDhwodZQtAAQFBSErK0vxuH37drl+HtGCporRwuvcXNXt6ojiA5B79QIsLflzbCy/znz2DDh4UN8tJfomEUsgEUvw4NkDLPVaCmOJscp6sUiMoD5BSM5MRlxqHN5wfgPvvvouGBg+if4EhfJCPbXcMFB6BH1auRL47jvglVd44NbWlkfooqL4IywMGDVK+/3dusWnZfz7L4/qDRwING8OPH0KnD8PLF7Mr6ISEqp2CItyQlblMtKA6pCbN1+OasjJ4cvFdM9AHYmk7OmklQnaCoHUxo15vL0yQVV9/cnpC1XBLp2JxARN6zfF3Zy7uJV5C/aW6i+SCKkU5YhiejrvPxcu5H1Q8Xn6pNzUzQIND+frdu0C3n2Xj6pNSuJfdWAgsHMnXx8QwLt7db+C9HR+yrN2LZ9NCvDTh6+/LrvPI+QN5zfwhvMbitfNjJvhvU7voatDV3T/tTuCjwTj09c+hZGYLm1qG1tbW9ja2pa5nbu7OzIzM3Hu3Dl069YNAHD48GHI5XL07NlT7Xu6desGY2NjHDp0CCNezuG+evUqUlNT4e7urtjvokWLkJGRoUi/IARTO7wcaenu7o7dwt2tlw4cOKDYh7aEgG1SUhJiYmLQqFHZqT9MTU1hakqpPKqV8gClXr2KlgtBWyF3sbBdHSEMQA4PL3lZb2TEZ8/s2MFv0A4dqpcmEgOSlsNvarjauapdLywXtls6aCl2XduFC+kX8NOpnzDDfYZuGmqIdFMXzXAYVEXNbdsYi40tufzoUcaMjRlr0ICxvDzt9pWdzVjbtrxU46xZ6t+XlMTY8OGMXbhQqWartW0bYyIR339cHGO7dvFq3u7uvE3btjH27FlRpc3s7KpvQx3y6FHRV6ntn4jgwAHGUl4Waw4N5fvYsKH8bdD3n5yuURVs7Xj85sEQDPZ3wt9Vsj+DOmaTCqnS32FhIa/cPHw4Y4GB/AA0bRpfJ5Px5S4ufDtSboWFjC1bxr/W1auLvsaYGL5MKmXsxAn+75iYovesWsWXLVtW8qtPT2dsxgzGzM2L+i0PD94XyeW6+2xE9/y3+DMEg529e1btessQS9b8x+aV/jkD/hjAEAz2X/p/ZW4bHBPMEAz2f4f/r9I/tzaq6X3u4MGDWZcuXdipU6fYsWPHWOvWrdmYMWMU6+/cucPatm3LTp06pVg2efJk5uTkxA4fPszOnj3L3N3dmbu7u2J9YWEhc3V1ZYMGDWIXL15ke/fuZba2tiwoKEixzc2bN5mFhQWbNWsWS0xMZKtXr2YSiYTt3btXsU1OTg67cOECu3DhAgPAfvzxR3bhwgV269YtxhhjL168YG+99RZzdHRkFy9eZGlpaYpHfn6+1t9BTf8dGiTlcw+ZrGj5nj28U7O0rJPnHmFh/OPn5Khfv2MHX1+/PmMFBbptGzE8MckxDMFg0ttStetPpJ5gCAaLSY5RLPv13K8MwWAWiyy0vs6uSbQ9XlPQ1lANGsSPcmfOaLf9V1/x7d99t+xty9Hxl8u2bYzZ2hZdlQkPOzu+Ti5nzMiIL7tzp3raUEdU1VdZmaCtIfzJ6dK+6/sYgsEmRk0ssW7jhY0MwWALYxdqta+qCtoWygpZyxUtGYLBDt44WOq2eQXljO5X0JiIMQzBYN8f+75K9ldjjtm1VEhICOvevTuztLRktra2zMfHh125cqVc+6jS36Fy9PCtt/i/V60qWl88okhKVVjIv6qwMMYWLuTXpMrdt7Mz776Vr1czM/m6sDC+D02x8vR0HldXDtb26sXYvn0UrK0rgg4GMQSDhceHl1iXlpPGEAz25u9vVvrnjI4YXeqFoLIDNw4wBIN5/OZR6Z9bG9X0PvfRo0dszJgxzNLSkllZWbGJEyeyHKWIUnJyMgPAYpT6iOfPn7PPPvuMNWjQgFlYWLC3336bpaWlqew3JSWFDRkyhJmbm7PGjRuzwMBAVlAsChUTE8M6d+7MTExMWMuWLdmGYifXMTExDECJx4QJE1Tapu4RU44+rab/Dg2W8gClEyf46BUhKgkwFl7yOFfbKZ+SqXP0aNHXc+iQTptGDFChrJA5L3dmw8OGM5lcprJOJpex4WHDmctyF1YoK1RZ7rnekyEYzDvMm8lr2QmktsdrmkNkqIxf5vkw0vJXtH49f/7qq7K3NTGpWJu08fAhr57l5cWTmlpZ8fmQwpRVKyvg8WOe17ZZs+prRy0nEgENGgAPHgBPnujnqzSUPzldoSrY2mlhzXNX38qqZcmM66gjR45gypQpeO2111BYWIi5c+di0KBBuHz5MurVq6f7BinnlUt6WcCotVKRI2GqYh3LK6cNmYxPZUxL4zM4Hz4EZs1SrfZsbg589BEvDPbrr7zQmNB9L13K/+3tzbe1tuYzQkNDeQ7biAie3ufePZ4WZ+1a4Plzvm2PHjyDhZcX779I3fBGizcQeiwU+2/sx2jX0Srr9l3fp9imMmRyGc7eOwugqP8pTT/nfmjZoCVO3D6BmOQY9HPpp3Hb/MJ8nfWdpGo0bNgQYWFhGtc7OzuDMaayzMzMDKtXr8bq1as1vq9FixYl0h8U17dvX1y4cKHU9cV/dlltIwZEqBgdGMivdQViMU/716aN/tqmJ2VlSPzhB6B+fZ4ZcevWokyJpG6SiCVYOmgp/Lf4w3ezL4L6BMHVzhUJGQkIPRaKndd2YmHfhdhyaQsc6jvA08kTErEEa73XovPazoi+Fo3IxEiM6DBC3x9F5yhoa4hSU3nGbgeHotKLpbl1i5dhdnRUvXjVJXVJ8ARRUbwyycyZ/Mj9+DGQpV3hCaKZELR9/Fj3P9sQ/uR0rbqqYCszNzLHgjcW4Ms+X2r1fkOsgt3Chl80p2al6rklpCrs3btX5fXGjRthZ2eHc+fO4fXXX9d9g4R8cf/+C9y4wf+tfKEkFL6sY3nlyhIZybto5QAtwGu5bdoEjBvH85Hb2PBgrZ0dD9hGRvLrVCGH7ZYtwPjx/L3DhvFnIYdt587Ap5/yG3pCpeiePYHgYArW1lX9W/ZHywYtERYfhs97fq7I4Z6Vl4WQYyEwkZhgfKfxKu9Jy0lDVn4WHCwdVAqYnbt3Dt2adlPZViaXYc7BObj++Dr6OfeDQ/2y/99LxBKsHroaw8KGYWTESPzt/zfedCnZh+68uhP/O/8/7ByzswKfnBBSK/n58WIeyndAFy7kVbf++6/OVdKUSIpu6Pr6AkFB/N55QkLRDd3584FvvuHnE6tWqS9QSuoOv/Z+iBgZgcD9gfBYX3Tzw87CDnb17LAgdoFimbONM5YOWgq/9n74sveX+DbuWwTsCcCbLm+igXkDfTRfbyhoa2gKCoD33gPy8/kIVW2ObOm8Ei4c9VgJt7RM5GIxP4p7eAAtW/Jl2dk6b2Jt07Ahf37yRPc/2xD+5HStOqpge73iBUcrRzx+/hiHkw8j6FAQ5hyaAwtjC0ztObXM/RhiFWwaaVu7Zb284dZQOADpmjCsIziYRwZNTHi0EVAtfOnpqZ/2GRBhZO2OHcCKFTzIGh4OtG/PH3I5cPYscOgQvxG3eTMfEevrC5w6xS+2/Pz4vdidO/nI2X37+OjZhQv5DTsHBz46d9ky4J13+D4BoE8ffqE2aBAFa+syI7ER1g1fB69NXnh9w+sqBTxvZd3CkoFLShTeDDoUhN///R0bfDbg/c7vK5Z3/7U7Xm3yKl5t8iqa1W+Gx88f48itI7j26BocrRyx7q11WrdrcKvB+PPtP/HhPx+i/x/90b1pd7g7uqO+SX3cf3ofsSmxuPHkBga0HFBF3wQhpNYoXjE6KqooaFsHaRqALNzQHT4cWL0ayMgAjhyh0baEB2592vogLjUOaTlpSHqchODYYHi38cZcz7mK0bchcSHw3+KPiJERmPf6PEQkRuDKwyuYsX8GNvhs0PfH0CkK2hoSuRx4/33g6FE+P/G99/TdIu0pT1lVR1gupHvIyan+NtVyQsxEHyNtSeXUhCrYMrlM0ZkqT1Epi5O1EwDgViYFbWsbuVyO6dOno3fv3nDVdKwHkJ+fj/z8fMXr7Kq8Sac8rAMA7O2BZ89Uh3UI8/TrGOX0B0lJwIYNqiNr4+N56oK8PL7N8ePA4sV85AvAu2nle6wLF/J97Hw50DAggF+EbdvGA8DbtwPz5gEnThT9jMGDgTlzgDcqN+Od1CL9XPrh2AfHsCB2Af6+9DcKZAVwa+KG7wZ8h1Guo7TeT6B7IE7eOYkDNw7g8fPHMJGYoFXDVpjvOR8z3GeUe9TNWLexeKPFG1h5eiX239iP3//9Hc8KnqGReSN0ceiC+a/Pxzi3ceX9uISQuqZzZ/588aI+W6FX6gYge3oWnYr5+QHr1vGbwxS0JQCf9dLXuS9kchlarWwF7zbeiBodBbGID/7r5dgLUaOj4LvZFzP3z4RPWx/89tZv6LO+DzZe3IjRHUcr0hPWBRS0NRRyOfDBB0BYGPDuu3xIi7bs7fnz3bvV0zZtCFNRExKAXr1KrhemrFpZ8eenT3XTrlqswcvrE30EbQ3hT07XhBG2wojb4rLzs9HArHJTNTradUQfpz44ePMgEh8kwq1J6elR7C35L+JuTtX+IiITIxG4PxApmSmKZcpTVEojpEfIys9CVl6WxpHJpOaZMmUKEhIScOzYsVK3Cw0NxcKFC6uvIX5+wOTJwJo1PJ2Q0K8Iwzr8Sv8brY3UpT/QlJ922jS+/tVXiwK0QFH3LcTjW7cGrl/npyMBAXw0bb9+wB9/8K//wQO+nbExMGoUT6HQqZPOPjKpQXo064E94/Zote1G343Y6LuxxPIlg5ZUcauAZlbNsHjAYiwesLjK900IqSOEoO2FC7zmVh2dXlJ8ALKy0aN50HbbNn6juDbUOiFVIy41DimZKQgfEa4I2ArEIjGC+gTBY70H4lLj0Ne5L6b2mIqfTv+Ej6M/RsKnCahvWl9PLdctcdmbVJ81a9bg1VdfhZWVFaysrODu7o49ezSf1P3666/w9PREgwYN0KBBAwwYMACnT5/WYYuriVwOTJwI/P47MGYMsHFjyRQDpWnRgleiun27qDCLrilnIhfmRwqUp6wK01hzc3XexNpGn+kRDOFPTteEXLZCbltl6bnpyH2Ri9aNKp/gt7FFYwDA04Kyb2z0duoNADiUfKjSP1cQmRgJ/y3+cLNzg3SSFDlBOZBOksLNzg3+W/wRmRhZ6vstTSzR0Jz/cVKKhNojICAA0dHRiImJgWMZeVGCgoKQlZWleNy+fbvqG2Rjw599ffnNzpgYfjCqIwFbmYzPxgwPB77+mgdj3dyAY8f48blPH6B/fx6sBfgFU1QUT3WweTNflpBQFKC1tS3qvpXTAotE/CKrQQOeq7ZzZ+DHH3nAtmlTYMECnlrhzz8pYEsIIaQOETri+HgesczM5DeSSQl9+wJNmvCBRgcP6rs1xJCk5fDZ2q526mfwCcuF7UL6h8DFxgWpWamYc3CObhppAPQatHV0dMTixYtx7tw5nD17Fm+++SZ8fHxw6dIltdvHxsZizJgxiImJgVQqRfPmzTFo0CDcrcnD/YSA7R9/8KEqf/5ZsWmdkybx52+/LXtboUJIVRKmrEZH84toqZSnQJBK+evoaF5O2tKSb08jbStNnyNtAf3/yemaUOF6/439JdYZShXs0uQX5pe6Xvj5gfsDFVNUejn2gqWJpWKKincbb8zcPxMyuazU/Sjy2lKKhBqPMYaAgABs374dhw8fhouLS5nvMTU1VdyMFR5V7uZN/uzpyW929u1bZ1IiREYCrVrxUa9jx/LAqZkZLxBWUMCDqD/8wHPZurvz9/z7b1Hqg/R0PlsiJKQoBV9AAO+mfXz4iFk7Oz7C1sqKx8OfPOHXpcbGvEvfsYP/nOBgqvlGCCGkjlHuiMeP5wFcAPj5Z/22y0BJJMDIkfzfwo1jQgAoCogmZCSoXS8sF7arZ1IPvw7nIxJ+PvszDicf1kEr9U+vQdvhw4dj6NChaN26Ndq0aYNFixbB0tISJ0+eVLv9X3/9hc8++wydO3dGu3btsG7dOsjlchw6VHWjzHRKSInwxx+8gsemTRW/6Jw5E2jblu9r7lxeyKy45GR+tXX5cqWarZGQiTw+ns+3tLLizwkJRVNW69Xj21LQttL0ndPWEP7kdEm5CvbF9IuK5WVVwb7y8EqJlArn7p0rsf/KVMEWi8QYGTFSY8e18+pO+G/1L3N/whSVuZ5zNU5RSc5MRlxqXKn7EVIk0Ejbmm/KlCnYtGkTwsLCUL9+faSnpyM9PR3Pnz/Xb8OEoK1Q3LIWUR5FGxvLXwvLvviCj6p1deX3RHfv5u/p1o1fEO3YwV8L+Wm//56/nj2bn3III2tHj+ZB2hEjeAC3Qwce9969m+eozcgA/v6bd9ViMeDlxUftpqfzXLZvvVWUop4QQgipMyIji6a3CIOUhg3j677/nq8nJYwezZ+3b6cwACni6eQJZxtnhMSFQM5UZ2vLmRyhx0LhYuMCT6eiAsP9W/bH5G6TAQDvR72vMXVhbWIwp9wymQxbt27F06dP4S4MDSnDs2fPUFBQoL8q1pX19dc8JYKlJdCmjfohi76+RblySlO/Pi/r7OPDUxFs2MDLNjs68iItFy7wqiNGRnzEa3UpKxM5BW2rjDDStrzpEdat41NoAR5fF5bFxvJ/9+kDfPhh2fsxlD85XakLVbDLO0VFExppW3usWbMGANC3WKKyDRs24P3339d9gwS1KGhbVgExW1uepiAjo2iZUFRMuFm2axdPh6+c+qBXr6KUBVIpr+DcvTt/fe0aYG0N3L/PX7/zjmqbbGyAnj15bdQhQ/i2hBBCSJ0mk/EE8t7ePOeQkM5wyBDeEdvZ8VEtPj51ZvaPttzdeabE5GSeY3/MGH23iBgCiViCpYOWwn+LP3w3+yKoTxBc7VyRkJGAkLgQRCdFY3qv6YhLjVMpiv3DoB9w4OYB3HhyA9P2TlObC7820XvQNj4+Hu7u7sjLy4OlpSW2b9+ODh06aPXeL7/8Ek2bNsWAAZqDEdVaxbqyhKuy3Fxg0SL12zg7axe0BXgiuzNn+IjdLVt4RO3xYz5vsnVrPtRm8uSivLLVpbRM5JQeQWvKF/LFY99AxUfaHjvG7xUoO36cPwTaBG0Bw/mT05XaXgVbeYpKL8eSBQWLT1HRRBG0pZG2NR5jTN9NKCknB3j0iP/b2VmvTaksTQXEQkN5yoJVq3hKA0B9UbHgYL5u3z5g8GBg505+Q238eH4D7urVon3u3l00Mld4FtjZ8QDv22/zys5t2tTZWiqEEEKIenFxvMMOD1etP9OtG38uKOBRybg4zdfCdYS669h33wW++YZng6SgLRH4tfdDxMgIBO4PhMd6D8VyIzEPVS4/uRzLTy5XKYptaWKJ331/x+sbX8fv//4O33a+8G3nq6dPUP1ETM9XZC9evEBqaiqysrIQERGBdevW4ciRI2UGbhcvXozvv/8esbGxePXVVzVuFxwcrLaKdVZWVvXk2SNF1B2tf/yRR/Lee4/PqydqqbuQd3bmaYOFOjsnTgC9ewOvvMIrfBNSWTK5DK1WtoKbnRuiRkeppEiQMzl8N/siISMBSVOTFHc61YlMjMSILSPQo1kPnPrwVKXalJ2dDWtrazpm12BV/jtMSODTEhs00F9+mEoQusYdO4AVK/isyjlzgHHj+A0uGxs+YOfvv3l36eoKPH8OnD0LZGUBU6fyIpCHD/P4dXnP4po04feC33wT6NoV6NIFaNSoOj4pIaSmoT635qPfYTUKD+fJ5HNyigYiAbyTrl+/KLdtWFidjkpquo4NDOTnMBIJcPcuPx8hRCCTyxCXGocdV3ZgxakVGNZ6GOa9Pk915O21aESMjIBfex4QmXNwDr47/h1sLWwR/2k8mljWrD8qbY/Xes1pCwAmJiZo1aoVunXrhtDQUHTq1AkrVqwo9T1LlizB4sWLsX///lIDtoCOqliTkopXSunXj79OSuLraaStRupSJUml/LW/f1GqJH0XIiO1jzBFJfpaNHw3+0J6W4qc/BxIb0vhu9kX0deisWTQklIDtgClRyDV7NbLv6sWZRfrMzTKXePy5TzgGh8PHDpUVNhr1iygY0dgwgR+wXP4MF+f9TJl18qVfFZmdrZqwNbMjD/37s1TIxgbq/7sFi2Abdt4Xtq9e3lAeMAACtgSQgghWhEqbyYUK5pkbs4v1IpvVweVdh37+ef8HEgm4/FvQpRJxBJ4Onki6iovfr1jzI4yi2Iv7LsQrzZ5FQ+ePcDEHRNL5MWtLfQetC1OLperpDMo7vvvv8c333yDvXv3oruQnK0UOqliTVSVdrRe9zJXJwVt1SqeKqlXL34jt1cv/trbm6dKksmK0iNkZvICM4RUBWGKSnxGPDzWe8BqsRU81nsgISNB5c5maYRCZPef3kdeYV51N5nUNTUoaKtcVOzrr4u6xtWr+fqvv+Yjaxcs4K8HDADeeINfDwq13p49K5qFaWLCc8ItX85H4gK8W926tSidwfHjwMmTQLNmwMKFfMBPTAxw40bRTA1CCCGElJOnJx8yGhJS8uKrRw/+bG3Nt6uDtLmOFWqxbNyox4YSg1XeotimRqb4y+8vmBmZYc/1Pfjp1E/6aHa102tO26CgIAwZMgROTk7IyclBWFgYYmNjsW/fPgDA+PHj0axZM4SGhgIAvvvuO3z11VcICwuDs7Mz0tPTAQCWlpawVJ6iQPRHU4J24Wjdsyef45mbq89WGixNqZIA/jooCPDw4Nt5vEz5whgfgdWgfGlQCdHIr70ffNr6IC41Dmk5aXCo76CS/L0sjcwbwcLYAs8KniE1KxVtGrWp5haTOkPILQDwKocymV6LfRTPAuThwVPXaCoqZmbGpwMKecW/+qrkPh0deWB3zx7++q+/+LI33gDmzeOjcQ8d4t0sAOTl8VQLz5/zIG3r1urzoBNCDJcwLbQifS4hREckEp6rzt+fFwsPCuI5jBISgNOn+TZNm9bZzlfb61gjI+Dff3nR6i5d9NJUYqAqUhTb1c4VSwctxZTdU/DlwS/xRos30MWhdv1h6TVom5GRgfHjxyMtLQ3W1tZ49dVXsW/fPgwcOBAAkJqaCrHS//g1a9bgxYsX8Pf3V9nPggULECxU4yD6VdbReuxYHrR9GXAnqtJeHn9c1R+nFMvT0viIq3r1+KDlx48paEuqlkQsQV/nvhV6r0gkQgvrFkh8mIhbmbcoaEuqRvEkadu28Xl2ysm+9dgcgF+IFBYWvTY3B0aNAh4+5IHWvLyiCScAP467u/Nctps2Ad27A6dO8ceePYC9fdEUQhcXHrR1deU/d+dOvjwggK/bto1G0hJSE0UmRiJwfyBSMlMUy5QLrhBCDIifHxARwTtij6KiSXB05M8pKbwgWfEcRXWAttex3bvzGUEbNlDQlqiqaFHsT7t/iv039mPH1R0Ys20Mzn18DvVM6lV/g3VEr+kRfvvtN6SkpCA/Px8ZGRk4ePCgImALALGxsdioNHY+JSUFjLESDwrYGpCyjtZCgTlKj6CWplRJAmG5sB3ltSWGSkiRcCuL8tqSKqCcdqdjR74sNLRksu9qpCnVgVTKA64iUVF+WAsLPiXw+XOexuDQIb7c2Bho3JinRLC3BwYO5Dlrf/6Zrz93DvDx4XltW7TgAdnoaP746COeKsHBoaiLnT6dpz5ISqKALSE1UWRiJPy3+MPNzg3SSVLkBOVAOkkKNzs3+G/xR2Ri9R/bCCHl5OfHq0DHxBTlILp5k3fuz58D//2n7xbqhbbXsW+/zZ//+gsoJSsmqYM8nTzhbOOMkLiQEvlp5UyO0GOhcLFxgaeTagoSkUiE3976Dc3qN8PVR1cxdc9UXTa72okYK2/d4ZqNKmpWs9hYXmFFKuUpEYrbuBGYOJFf2T58qOvWGTyZjA8cc3NTzS4B8NRJvr68w0tK4jNvOnXi5wX79gGDBumr1YSUNDl6Mn459wvme87HN29+U+H90DG75qv077D4gdHJiZcdPn0a6Nat5IGxiiinPlCX6sDcHPjjD562oGNHPmr26VOeZ1yZlRXf19OnvIs0MeGDcxYu5KkOvL3545NPgA8/5BcxQj5bALCz488ZGUXLXFyAJUsoUEtITSaTy9BqZSu42bkhanSUSv4+OZPDd7MvEjISkDQ1CRKxBLezbiMyMRKHkg8hKz8LT188xbOCZ2hk0QjtGrVD28Zt0a5xO3g090BD84YVahP1uTUf/Q71aMgQXulz5Up+17WO0fY69soVoGVLfioXHg6MHq2vFhNDJNzM9G7jjaA+QXC1c0VCRgJC4kIQnRSN6b2mw6etj9o0QrEpsej/R3/ImRzr31qPiV0m6ulTaEfb47Ve0yOQWkg5Qbu6o/Uff/B/FxToo3UGr7RUSaGhfLRVRERRXEIoRkYjbYmhaWFNI21JFVFOuyOXF83oaN68ZLLvvn2r5EeqS31gbs6Pw506AUOH8ty077zDR9gq3/42NeUjR774go+YTUnhzbO358f3P//k27VuXTTDUkh1sG4d70InTlTNTSt8DULuXMpXS0jNoi5nrVBwJXxEuMaCKx7rPTDn4Bwcu30MJ++c1Lj/Y6nHFP/eO24vvFp5VdtnIYQoKZ7cHuDJ7etg0Fbb61gTE2DSJD5r6ZdfKGhLVAlFsQP3B8JjfVEKEiMxD10uP7kcy08uV5tGqK9zX3zd92vMj5mPz3Z/hq4OXdHJvpPOP0NVo6AtqVplHa1jY/l2z57xq1yh3DVR0JQqycWFL1ceWSWkRxAqcRJiKIT0CKlZqXpuCanxlNPupKXxwK2xcdEQVOVk31oqq4CYMAJ20yZg3DgeHwZ4lyYcd4WArhCwnTGDd3uZmcBbb/FZkg4OPE0CwC9KVqwoKiBmbc335erK9zV9Ok+NoCkgW0XxaEJIOWhTIKysbTTlrPVt5wtAfcEVxphi+yXSJQAAEUTo7dQbvm190dy6OeoZ14OFsQXSc9Nx5eEVXH10FVceXkG7xu2q9ksghKin7g4vABw8qJfmGAJtr2M//BD49lseGrh6FWjbVi/NJQZKuSj2jis7sOLUCgx+ZTDmvT5PZeSt/xZ/RIyMUAncBnkG4fjt49hzfQ/8t/rj7EdnYW1mrcdPU3kUtCVVr7Sj9e+/A+PH80otL17wIUmkBD8/fvFe1sgqGmlLDBWNtCVVRjlJmvxlfqtmzYpmchRP9l0GbQuIvfcecOkScOsWHzkr1M8UbpJ17w706QMsX85fv/MOzwp07OWAt337gPnzi5rn4wP07s27QAAYNow/UxExQspPm2BqZfehTYGwsrZRnuYZPiJc5WJz+cnlAEoWXDlz9wy+2PcFjt8+DgCwMrHC/NfnY9yr49C0ftNyflOEkGoh5Nr39uYzgVxdeRXRAQOABw+A337jw0nrIG2uY5s357OWoqOB//2Pj/kiRJlELIGnkycm7pgI7zbeKmmEejn2QtToKPhu9sXM/TPh09ZH0X+LRWL8+faf6Pq/rrj++Dom/TMJW9/ZClENHixIOW1J9Sk+lMnTk19wm5jw9Y8eFUUdSYXMmsXzGs6YQZ0dMSx3su+g+bLmMBIbIW9eXrkvpgV0zK75qjSn7dixwJgxPFoaF6c+2XcplK+x5s4FbtzgwVk7O+D+fb4sJIQXAbtV7H6DhQXQsyevN2Jnx//95598RK2tLQ/YRkbyi5VTp/g127BhPMh75w4ftfv99zwVwsKFqukPKNUBIdrTJpgKlB6ULU+wda7nXNWceteiETEyAgBK3eZv/78x++BsjTlrfcJ9sPfGXgx+ZTB2jNmBjKcZCDoUhI0XNwLgF55Wpla4MfUGGlro5nyZ+tyaj36HOlBa8tZXXwXi4/mJwr171MGXYtcufj7WsCE/TzI313eLiKGJTYlFv9/7QTpJqnJzUyC9LYXHeg/ETIhBX+e+KutO3z2NPuv7oEBegND+oZjTZ46OWq09ymlL9E8iKTmfUyLh01oLCnhVFgraVorw9VF6BGJoHCwdMLHzRDhZO+GF7AXMxXQmRipIOe3OjRt8WZMmvOClumTfashkfAre5MmAuzsf2SoW8/ivtzd/u6cn8MMPfPviAduQEGDaNL4fKyseO1ZOdfDRR7wpjo48+LtpE5CaCnzzTVFRMU9PGlVLSGWVNnJVeZpkaUFZAKXuQwi2ljayJ3BfICBCqdt8vudzpD9N15izdq7nXEQnRWNX0i60X90ed7Lu4FnhMwCAY31H3M25i9/e+k1nAVtCiJaUc+2LVf9vw8ODB20zMqo0135tNHgwz+OfkgKEhdXZgcmkFGk5PPWZujRCysuF7ZT1aNYDq4auwifRn2Duobl4tcmrGNp6aPU1thqJy96EkCpWrx5/fvpUv+2oBYTcipQegRgaiViC9T7rEdw3GObGFLAllSSk3blzh7/eto1fGCUklEz2XUxkJB8QI8xYPHECaNMGWLSIXyi0a8dnNZ4+XVQjs3NnPuoW4AXEpFLAzEw11cGWLcC5c/x1SAjPbfvoEX/97rv8/U2a8FG1YWF8hG5SEgVsCSmLTC5DbEoswuPDEZsSC5lcplgeuD9QESjt5dgLliaWikCpdxtvzNw/ExGXIuC/xR9udm6QTpIiJygH0klSuNm5YcSWEfh016el7uPzPZ8jJTMFcz3naiwQlpKVUuY26U95ThVNF5v2lvYAeHGVa4+uKQK2AGAsMS6Rp48QYiCUc+0X16tXye2IWhIJMGUK//fKlapFXQkBAIf6PPVZQkaC2vXCcmG74j7u9jE+6fYJGBjGbhuLa4+uVU9DqxmNtCW6Z27OK7Xk5em7JTUeFSIjhNQZfn58VEtEBM9p8MEHZeYWUE6HMHEisGABcOgQ8OOP/N9A0ehaa2sgK4vPYGjeHJg9mwdjhQJiPj78WNuiBc+B+8cffBStcqoD5YJmlPqAkPIrbYRsQ/OGSMlM0ThyNahPEDzWe2Dq3qkaR8D2Wd8H0jtSfNn7y1L3AZQ9skfbbZRz1hbKC7H3+l5suLgBO67sAAAUyAvgZucGv3Z+aN24NZrVb1ahHL2EEB1RzrXfq9iU7R49iv4tFEwlGn3wAfDVV8C///KBya+/ru8WEUPi6eQJZxtnhMSFqE0zFHosFC42LvB08tS4j5+G/ISEjAQcv30cPpt9cHLSyRpXmIyCtkT3zMz4szBnlFSYkPokJ0e/7SCEEJ0QRq289VaZUw5lMl5wzNubp5w7epQvP3cOuHKlaDtbW14wrGNHPhp32jQgOLgo9cHAgfy6S9tUBzQTkhDNysozW1ragmm9pgEoO1CanpuucQSs1ytekN6RIjs/u9R9ACULhCkv13Ybe0t7BMcG471X38O+G/uw9/pePHj2QLGdqcQUf/n9hbfbv12ivYQQA+Xpyef1h4SUzGnbujW/WyuTAY0b66uFBklduZuGDfnspF9/5TfIKWhLlEnEEiwdtBT+W/zhu9kXQX2CFOcGocdCsfPaTizsuxBbLm3RWJTURGKCiJER6P6/7rjy8ApGbxuNnWN2wkhcc0KhNaelpPYQsozTSNtKs7Tkz7m5+m0HIYToxL17/Llp2RXUi6ece+UVXkxs9my+3saGT/p45RXgs8948NXFBZg3D+jQARg/nm83bBh/dnbmo3WpgBghFVPaKFqftj4qqQ/U5YjdHL8ZgHbBVE2B3deavgYAOHPvDIa0HqJxH/aW9qWO7HG2dgZEKLHNs4JnuPzgMj7d9Snqm9SHsdgY+27sw74b+xT7sDG1QUOLhkh+koywEWGUAoGQmkY5176vLxAUxFMlJCTwBPcyntIF584BnTrptamGIjKS30hPSSla5uzMv8Zp03jQNioKuHkTaNlST40kBsmvvR8iRkYgcH+gYiYMANhZ2MGunh0WxC5QLFNXlBTgffqO0TvgucETe6/vxRd7v8DKoSt19hkqi27pEt0TgrY00rbS6tfnzzTSlhBS6zGmVdBWKDq2bRt/3b49sGMH0KUL8OxlyshWrYDff+f/PnmSFxDbuZOPpj19WjX1gZCP9vp1PoVvzBg+mpYCtoRoTxhFqy7PrP8WfyyKW6RVjlghmCpncpVthGCqfT2eJ1ZT/jsrUz5Fad/1fRr34WLjgpWDVyL6WjR8N/tCeluKnPwcSG9L4bPZB9HXovHZa59hZMeRiL4WjVd+egW9f+sNlxUuqBdSD6/9+hr+vf8vcl7k4Hb2bQCAsdhY8XMy8zPBGKOctYTUZEKu/fh4nhvJyqoo1/5bb/FthMT3dZyQqsrNjdcIyMnhz25ufPnVq4CXFyCXAz/9pO/WEkPk194P16deR8yEGIT5hWFh34V48OwBejbrqfacIjIxssQ+ujXthk1+mwAAq86swqrTq3T9MSpMxFjdSvmcnZ0Na2trZGVlwUqYW06qj7p5EG+8ARw/zju6ESP03cIa7fp1PurL0pICt6R2omN2zVdlv8PHj4FGjfi/8/IAU9MSm6gbyVGvXlHdyy5deDrcn35S3cbICCgsLHrt4gIsWUJFwwgpL3XpDwCg1cpWcLNzUzty1XezL07eOYkHzx4gJygHliaWJfabk58Dq8VWmN5zOlacWgHvNt4lpklGX4vG3/5/Y/bB2aX+rFN3TuHBswcq+4i/H49v4r7Bvuv7MM9zHlwauODAzQPYdW0Xcl6U7wRLLBKjQ+MOGN52OHo264mejj1ha2GrMS2EIaE+t+aj36GOqbvW3bIFGDsWcHfnie7rMJmM3yh3cyuZSUIu5wOVExKAVav4zCZLS15z1rpmpRwlOiSTy8o8p0jISEDS1CS1/eziY4sRdCgIYpEYu8buwuBWg3XZfBXaHq8pPQKpPprmQQh/kJQeodKEkba5ubzjE9PYeUJIbSWMsm3USGPAVig6Fh7OA68tWhQFbIcPB7Zu5W8NCOD3D69f59t6elIBMUIqS1P6g4mdJ2pVQAwoO/WBTzsfeLbwLDFN0sXGRTFyVSKWlMh/F38/Hl8f/Rr7b+zH9F7TcT/3PnZe24md13aW+Fnfxn1b6ucUQQR7S3s4WjnCpYELWli3QKG8EJbGlujq0BXD2w5Xe6HY17lvqfslhNRAEknJZPZdu/KZpebmfJaQSKSXphmC4qmqlInFPLOEhwf/qjp0AC5fBn77DZgxQy/NJTVAXGqcVucUcalxavvdL3t/iWuPrmHDxQ14Z+s7iJsYh872nXXT+AqioC2pHsWvnoU8PyEhfA4qQOkRqoCl0mCUZ89UXxNCSK1y9y5/VpMaoXjRsbw8PnojP5+vt7ICzp7l3c758zzl3MmTfMJH//58GyogRkjpKlpETMg3V1YBMVsLW60qREvEEvi09VHblheyF2jXuB0C3QOx7sI67FxfMii77OQyjZ+xkXkjNLNqhmb1m8HB0gEO9R3QtH7TEv82lhhr3AfRn8ePH2Pq1KnYuXMnxGIxRowYgRUrVsCylBPkvLw8BAYGYvPmzcjPz4eXlxd+/vlnNGnSRLFNamoqPv30U8TExMDS0hITJkxAaGgojIyKLqVjY2MxY8YMXLp0Cc2bN8f8+fPx/vvvK9YfPXoUP/zwA86dO4e0tDRs374dvr6+Gts1efJk/PLLL1i2bBmmT59ema+F6FqbNkB2Np/GU8cJ9WNd1R/+FcvT04Hp04GPP+azoT7/nL4+ol5aDv+jKuucQtiuOJFIhLXea3Er6xYOJx/GsLBhODnpJJpbN6+eBlcB+q9Aql7xq2fhtlqvXvy1oyM/ggvDn0iFWVjwm7eM8dG2FLQlhNRapeSzVR7JIZPxzDsHDvDUCLNnA2vX8m6nQQO+vYsLD9hS+gNCuNICskDlioj1Wd8H0jtS/Jv+L3o79S7xs4VRtAE9AhAcG6y2QnT0tWhEjIxQtEkkEsHJ2glZeVk4lnoMa8+uRUJGAq4+uopCeWGJnyFoWr8pWjZoCRcbF7jYuKCFTQu0sG4BJ2snOFo5wtzYvCq+TqIn48aNQ1paGg4cOICCggJMnDgRH3/8McLCwjS+54svvsCuXbuwdetWWFtbIyAgAH5+fjh+/DgAQCaTYdiwYbC3t8eJEyeQlpaG8ePHw9jYGCEhIQCA5ORkDBs2DJMnT8Zff/2FQ4cO4cMPP4SDgwO8vLwAAE+fPkWnTp3wwQcfwK+Mzmf79u04efIkmmpRdJMYIJGIIo4vOTjw54QEHgooLiGhaLuePYG5c4Fbt3jIwN9fZ80kNYhDff5HVdbMHGE7dUwkJtg2chv6rO+DSw8uYWjYUBybeAzWZgaal4PVMVlZWQwAy8rK0ndTaq+YGMYAxqRS9euHDOHrP/lEp82qrerX51/ntWv6bgkhVY+O2TVflf0OFy3iB7v33y+xKiyMr8rOZmziRP5vCwvGjh/n65884csCAngXVVhYuaYQUptsu7yNOS93ZgiG4uG83Jltu7xNsV4ULGLDw4Yz6W0py8nPYdLbUjY8bDgTBYvYwtiFDMFg0tvqz/viUuIYgsE81nkwmVymsk4ml7HhYcOZy3IXVigrVNsWp2VOLDgmmK04uYJ9uOND1vPXnswyxFJlG+WHZYgle+1/r7Hx28ezkKMhLOJSBPsv/T/29MXTav8ua7qa3OdevnyZAWBnzpxRLNuzZw8TiUTs7t27at+TmZnJjI2N2datWxXLEhMTGQAmfXkds3v3biYWi1l6erpimzVr1jArKyuWn5/PGGNs9uzZrGPHjir7HjVqFPPy8lL7cwGw7du3q113584d1qxZM5aQkMBatGjBli1bVuZnV1aTf4ek9iksZMzZmbHhwxmTqR7+mUzGl7u4FJ2XzZ/Pz9c8PHTfVlIzFMoKmfNyZzY8bHiZ5xRluZV5izkscWAIBuv/e3+WX5hfXc1WS9vjNWXAJFWvrHkQ9ryyLx490k17ajlhdG1urn7bQQgh1So9nT87lLxzLiz66itgwwY+wePvv3meNABITOTPI0bwNAiUr5YQTkhr4GbnprYC89ZLW1VG0fZy7AVLE0vFKFrvNt6KCsyapip2su8EAJDekcJ3sy+kt6XIyc+B9DZ/HX0tGt8N+A4pmSkwNzJHwGsBGN5mONo1bgcrUyukZqUi+Egwpu2dhnUX1uHU3VPIfZELE4kJOtt3xruvvovvBnyH3WN349b0W8iek43TH53G776/I8gzCCM6jIBbEzdYGFvo7HsluieVSmFjY4Pu3bsrlg0YMABisRinTp1S+55z586hoKAAAwYMUCxr164dnJycIJVKFft1c3NTSZfg5eWF7OxsXLp0SbGN8j6EbYR9aEsul+O9997DrFmz0LFjR63ek5+fj+zsbJUHIYZCIgGWLgWio3naKqmUF8+WSvnr6Ghe+FU4L/vsMz5I+cQJ4N9/9dlyYqgkYgmWDlqK6GvRJc4pfMJ9sPPaTvi04ymUZHJZqftysnbCrrG7YGliiUPJhzA5ejIYYzr6JNqjcfuk6pU1D0JIi2BM+cCqQv36PE6eU77ixoQQUrPcv8+flS6cAZ4OQSYDbGyA5cv5sh9/5Bl6AF6kMTSUp0Tw9NRZawkxGJpSH8jkslLTGvhu9sXnez5H+tP0KikiNsN9BsLiw1QKiJkbmaOJZROMjRyrMa2BCCK0bNASrnaucLNz489N3NC6YWvKLUsU0tPTYWdnp7LMyMgIDRs2RLpw00/Ne0xMTGBjY6OyvEmTJor3pKenqwRshfXCutK2yc7OxvPnz2Furl3aje+++w5GRkb4/PPPtdoeAEJDQ7Fw4UKttydE1/z8eEqqwMCim+mA+lRVDg7A22/zwrFr1vD0VoQU59feDxEjI0oUJTUS8/Dm8pPLsfzkckUaJ7/2mlPSdHHogr/9/8bw8OHYcHEDXmnwCua9Pq/aP0N5UNCWVD1PT8DZmRcdU85pC/Cr5/Pn+b9tbfXRulqHRtoSQuoE4aJbmK0BXvMyMJDnsxVIJPzeYE4Ov3cYGspHckRE0AhbUveUlou2oXlDrSowA2UX/Gho3hAz989EQI8ApOWk4W7OXdzJvoPbWbdxIf0CAGCpdGmJ9z8vfI7nubwwrZmRGVo3bI22jduibaO2aNe4HTradkTbxm1plGwdNmfOHHz33XelbpMoTKeowc6dO4cVK1bg/PnzEIlEWr8vKCgIM2bMULzOzs5G8+aGW1CH1E1+foCPD69BkJbGg7OenurPyz77jAdtN20Cvv+eF5MlpDi/9n6KoqQ7ruzAilMrMPiVwZj3+jyVYqj+W/wRMTKi1MDt0NZDsWrIKny2+zPMj5mPlg1aYozbGB1+mtJR0JZUPWEehL8/n/cQFMRTJQhXzzdu8O2Est6kUurX588UtCWE1FoyGXDzJv93WhogkyFyhwT+/nxEbe/ewF9/8RP7ggJg3jz+AKjoGKm7hNQH3m28ET4ivMRFzLRe0wCUHZAFgHXn16G+SX1FMPZuzl3czb6rCAY/fv4Yx28fx/HbxzW2RyKSoJlVMzS3ag6XBrwQmLONM15p8ApaNWwFh/oOJYLHhAQGBuL9998vdZuWLVvC3t4eGRkZKssLCwvx+PFj2Cvd7FNmb2+PFy9eIDMzU2W07f379xXvsbe3x+nTp1Xed//lzA/lbYRlyttYWVlpPco2Li4OGRkZcHJyUiyTyWQIDAzE8uXLkaJ8d1KJqakpTE1NtfoZhOiTRMJTVJXljTeA9u15aqtNm3gQlxB1JGIJPJ08MXHHxFJnDc3cPxM+bX1UCqwW9+lrn+L64+v48eSPeH/H+3CydlJbPFUfKGhLqkdp8yDefRf480/g+XP9ta8WEUbaUnoEQkitJAynvXOHv/7iC8iWr0Tg8//g7V0PwcFAjx581aZNwODB/IT/+nUgPJxy2JK6SZvUB+Hx4QCADRc2wNLEErezbyM1KxW3s2/jdtZt3Mq8pdjfF/u+KPXnmYhNYGNmg6z8LOTLim7K29Wzw/Se0/Huq++iaf2mpV4wEaKOra0tbLWYnefu7o7MzEycO3cO3bp1AwAcPnwYcrkcPXv2VPuebt26wdjYGIcOHcKIESMAAFevXkVqairc3d0V+120aBEyMjIU6RcOHDgAKysrdOjQQbHN7t27VfZ94MABxT608d5776nNi/vee+9h4sSJWu+HkJpOJAI++QSYPh3YuJGCtqR0calxWs0aikuNQ1/nvqXu64dBPyA5Mxnbr2zHiC0jcPbjs3C0cqzG1muHgrak+miaB/Hzzzxom5en7xbWCpQegRBSa0VG8lkbQ4YU5UA4cABxXx1GirQewtxjMGNGP8hkwDvvAMOH802WLuX3CyUSCtgSw6Up12xV7OforaNIyUxB8BvB+OfqP0jNSsWtzFtIzebP1x9fx5O8JwCAz/eWnj/TwsgCzwqfwc7CDj0de8LV1hUMDIdTDuPM3TNY77MeEzpNgEgkqrLPREh5tW/fHoMHD8ZHH32EtWvXoqCgAAEBARg9ejSaNm0KALh79y769++PP/74Az169IC1tTUmTZqEGTNmoGHDhrCyssLUqVPh7u6OXi/rcgwaNAgdOnTAe++9h++//x7p6emYP38+pkyZohjhOnnyZKxatQqzZ8/GBx98gMOHD2PLli3YtWuXon25ubm4fv264nVycjIuXryIhg0bwsnJCY0aNUKjRo1UPpOxsTHs7e3Rtm3b6v76CDEoY8bw+/VnzgBXrgDt2um7RcRQpeWkASh71pCwXWnEIjH+fPtPuP/mjviMePj97YejE4/CzMis6hpcARS0JdVL3TwIYZoQjbStEkJ6BBppSwipVWQyfsbu7c0rjO3eDZiaAv37I+3+m4AUSF+2GUce9IOpKa8+LHB9ed6WVvb5GSF6UVqu2dLyrgEAYwxP8p7gbvZd/H3pb6w9uxaPnj9SrDcWG0PO5ACA93e8X+q+jMRGKJQXorFFY7g7usPNzg0AcDjlME7dOYVNfpsw1m2sor07r+3Ezms7AQAuNi4l8sRJxJIyR7IQUl3++usvBAQEoH///hCLxRgxYgR++uknxfqCggJcvXoVz549UyxbtmyZYtv8/Hx4eXnh559/VqyXSCSIjo7Gp59+Cnd3d9SrVw8TJkzA119/rdjGxcUFu3btwhdffIEVK1bA0dER69atg5eXl2Kbs2fPol+/forXQh7aCRMmYOPGjdXxdRBSY9nZ8fv10dF8rNeiRfpuETFUDvUdAJRdDFXYriz1TOohanQUXvv1NZy5dwaToydjg8+GcuUar2oixhjT20/Xg+zsbFhbWyMrKwtWlNVaPzZtAt57DxgwADhwQN+tqfG++ILHM778Eli8WN+tIaRq0TG75qvw7zA2FujXD5BK+Wt3d6BFCyAlRbGqNa4iCW0xYwYfXSuQSvlI25gY7fKnEaJLyrlm53rOhaudKy6mX8Q3R7/BgRsH8HW/r9HBtgMePH2AtNw0XEy7iHu59/Cs4BlyX+QiPTddJQVBaRqYNUDrRq3hZO2E5lbN0cK6BVrYtEBmXiYm7piIw+MP40nekxIBZBcbFywZtEQlIEujaGs/6nNrPvodktpiyxZg1CjAyQlITlatbU6IQCaXodXKVnCzc1NJBwUAciaH72ZfJGQkIGlqUrnOWQ7ePAivTV6QMzlWDF6Bz3uWPiupIrQ9XtNIW6J7wkhbSo9QJagQGSGkVhKGybq6AocO8X83aQKAZ9qxs5Uj6UFb1Dd7gblzTRRvk8t5zUsXF74dIVVNzuTIL8xHXmEe8grz8LzwOZ4XPMfzwud4VvAMzwqe4emLp8h9kYvcF7nIeZGDnPwcZOdnIzM/E5GJkWho3hCpWakYs20MHj9/jOz8bMX+/y/m/7Rqh1gkhqWxJXo79UZzq+Zobt0cza2ao2n9pgg9Foq41Dj0bt4bO8bsUHsR42LjgtdbvA6JWKKowFxaQJZG0RJCCKkqMlnJLIrKKa2GD+cFZlNTgWPHgNdf119bieGSiCVYOmgp/Lf4w3ezL4L6BCkKr4YeC8XOazuxsO9CbLm0pVw3nAe0HIAlA5dgxv4ZmLl/Jvo49UFXh646+EQlUdCW6B6lR6hSVIiMEFIrObycxpSQAAgVwV8WgZFIgEYWeciABZo0KsS1ayZwdeWbhoby6XQREZTPtiZgjOFZwTNk52crgptCsPNpwVM8ffGUB0EL+LMQKM0rzEO+LB/5hfnIl+XjhewF8gvz8eDpAzwvfA6JSIJ6JvUgYzLImRyMMf4MpvKzGZjKs5zJIZPL8LTgKQrkBQDjwdECeQEK5AV4IXuBQnlhpT/3s4JnKikNBJYmlsh9kYvmVs1xO/s2nKyd8Kbzm3Czc0OeLA+7k3bjxO0TmP/6fHxz9Bvse2+f2umAliaW8FjvgV1Ju9RexERfi0bEyAjFhQsFZAkhhOiKUGNWKFcAAM7OfNaU38sJHubmgK8v8McfQFQUBW2JZn7t/RAxMgKB+wPhsd5DsdzOwg529eywIHaBYpm2qagAYHqv6TiaehRRV6IwZtsYnP/4POqZ1KuWz1AaCtoS3TN7mciZgrZVggqREUJqJU9PfgYfEgL06AEAkDVugrhY4HicHIm3LCBGIfJF5vAoOj+DiwsP2PqVfS5W5Wra9PGy2lvW+kJ5IZ48f4IDNw/gVuYtmBmZwcnaCbkvcpGVn4Xs/Gxk5WXhSd4T3HxyE4+eP4JMLgMA5LzgI0+z87MV+VdrMrFIjAZmDdDYojFeyF7gXs49lRQG9U3qY9Arg2AiMUF4Qjg2+GyAvaU9bMxs0MCsARpZNEIDswZ4VvAMVoutkFeYh+FthpeY6jenzxz4bvbF2rNrAZRdeGNaz2mIuhqlchGjLhctIYQQogtCjVlvbyA8HIqb7iEhfLnyOZxy0HbpUkCPaUWJgfNr76cyayjpcRKCY4NVUlElZCQgJC4E/lv8tToPEolEWDd8HU7fPY1rj65h+t7p+PWtX3X0iYpQ0JboHqVHqFJUiIwQUitJJPwM3d8fSEhAJN5GYOR3SNkIADyIZW4KLP1RBFtbzdPrqkpZAczKFJYqz8+pqm3UtdfB0gEfdPkAHWw74HDyYWxL3IbMvEzFelOJKZrUawIGhsy8TOS8qL6Ox0RiglYNW6GFNc+/Gp8Rj9wXRXcnbcxs4N3aG92adsPlB5ex7vw6dLLvBL92fnBu4Ix72fcQeSUSZ+6ewTzPeXi9xes4dvsY/nf2f0h/mq7Yj72lPSZ3m4w3nN/AsdRj+CrmK3g098D7nd9Hm0ZtkJKZgvUX1uPoraP4edjPkIgk+CT6EwxuNRhBfYLQ2b4zLj24hJC4EERfi8YHXT7AkhNL1F4kRCZGIrhvMACgXeN2pRbMePDsAeZ6zlUJ2AI8OBzUJ0gRhC2r8IZPOx8sGbSkRt1MIIQQUjsp15iNiirKU9urF3/t6wvMnAn4+PBzuUGD+Hiv5GQgPh549VU9Np4YPGHWkJDn1ruNt8rN716OvRA1Ogq+m30xc/9M+LT1KfN8qJFFI/z59p8Y8McArLuwDoNbDcaIDiN08XEUqBAZ0b2LF4EuXfjV9b17+m5NjVBazp/t2/ndSHd34MQJ/baTkKpGx+yar9K/w8hIRI6NgH/+JngjGlOwGt7YiUKYwNOT5zmr7pG1ZQVk1RWWEgJ1wjR0IXBbWjBVm8Cvpm2+6fcN+jj1wZPnT/DP1X+w+sxqPHj2QLGNpYkl3OzcYG5sjuQnyUjOTIaR2KhKpvqbSkxhY2YDcyNzZOXzkbUezT1gYWSBg8kH0bZRWwxtPRRtG7XFkzzevpN3TmLF4BWwMLbARzs/0vjdzfSYqTEIGn0tGn/7/43ZB2eXWYDi+wHfY2TEyErtJ/5+PCCCxm18wn2w98ZeDH5lsMY8smXtw3ezL07eOYkHzx4gJygHliaWJb7vnPwcWC22gq2FreICpKoKb5C6jfrcmo9+h8SQKdeY7VXyfqPaQrI+PsA//wALFwJffaXL1pKaKjYlFv1+7wfpJKnaG9vS21J4rPdAzIQYrVNDBR0MwuLji9HArAEuT7kMe0v7SrdT2+M1BW2J7l25ArRvD9jYAE+e6Ls1Bq+snD8HDwIDBwJubsB//+mrlYRUDzpm13yV/R3KZEAryzS45Z1B1Kf7scb4cwT81AZdugBnz/JRGQkJQFJS9YywLSsgq23QMGlqEnZc3aExKMsYwztb30H/lv0x/tXxaGzRGP/e/xebEzbjv/v/4e12b+NpwVPsu7EPtha2aGzRGPmyfDx89lCliFVFWZlawcbUBk/yniD3RS6aWDbBsFbD+LR98wZoYNYA1mbWWHFyBW5l3YJYJIarnSuiRkfBzMisxGfWJjhZFUHQM3fPIP1pepkn5vaW9nit6Wsa26LtfgBo3Gb16dUI2BOA1UNX47PXPtO4j4V9Fyqm7KnLNRvcNxgLYheU2Zay9kMpEEh5UZ9b89HvkBiy8HBg7Fg+Q9Sy5D1J5OTw4mNhYcCYMXzZhg3ABx/wMV/nz+u2vaRmCo8Px9jIsWXe/A7zC8MYtzFa7bNAVoBev/XC+bTzGOs2Fn/5/VXpdmp7vKb0CET3qBCZ1rTJ+dO0Kd+W0iMQQmqjuDggJc8B4QiB2Pdr/PF/bQAA48fzaXVBQXxURlxc0aiM8tI0+lUmlyFwf2Cp06s+3/M50p+mI3xEOEQQISc/B0/ynuDx88d48vwJ3B3dsfPaTgz9ayj239yPFtYtMKDlADDGkJabhluZtzBiS9E0q4M3D+LgzYMl2hh5JVLx7wfPHqiMolUmEUlgbmyOV+1eRSOLRmho3hANzBrAxswGEYkRuJ11G1n5WVg3fB1eb/E6GpjzdUZifkooBB7/7/X/Uxt4bGHdQhG8jBgZoRKwBUpO3w8fEV7mFH9N2wxuNRjRSdEY0npImfsoK7drem66VukGytpPaduYG/PzG3Mj81L30bpha7UFM4Rcsz5tfbDh4gaExIWoDTKHHguFi40L5nnOg6udq8b9UMCWEEKIIVGuMatupG1Cgup2AL8OFouBmzeBx4+Bhg2rv52kZnOoz/+AykohJWynDWOJMf7n/T/0WNcDYfFhmNh5Iga0HFA1DS4DBW2J7gmFyPLzAcYoo7gG2ub8iYriy6kQGSGkNkpL48+uSMCVXEecPs1H1I4d+3K5q+p25aUp3cCSgUtgIjFBSmYKvvT4EtsTt+PR80d4+OwhHj57iEfPH+Hx88eK/KjDw4YjMz9TY7qB/Tf3AwBuZd3CraxbGttjLDZGA/MGimBrA/MGKJQVKt4/rec0dLHvohj9Kmx77eE19PujH2RMhgPvHVB7kjrolUGK4N4o11FqRx9oG3gs/u/q2KY8bSnrxFzbtmizH03bPC/gN6OfF6q/Ka18kdDXua9KwYziqTKWDloK/y3+8N3sq3EUrUQsKVF4g3LWEkIIMVTKNWaVr28BQC4HQkN5QVlPz6LltrY8BWCXLoCJia5bTGoiTydPONs4l3nz29PJs5S9lNStaTd81v0zrDqzCp/t+gz/ffpficEL1YGCtkT3lI+2BQV09NUgLo6nRAgPV+3QANXRZZcv82U00pYQUhs5NJEDECMBrog+4ggAGDIEsLPj69WNyihO3UjavMI8/HL2F8w8MBPtbdtjVIdReC57jhuPb+Dmk5vw3+qveP+nuz8ts50Pnz9U/NtEYqIIqBqJjJDwgDfynQ7voH3j9orRrcI2fyf8jZ/P/oxt72zD2+3fhqjYzUxhGhcAfPvmt2qDrfVN6iv+XZngpLaBx9L2UVXbaNsWe0v7Uk/M7evZI/1pepltKWs/ztbOgAgat9l7fS+MxEbYk7QHk7tPLvMiQSiYoY5fe79SR+Mqj6ItbT+EEEKIoVCuMevry69nhZmkoaFAdDSfSVo83VXPnnppLqmhJGKJxpvfIXEhiE6KxvRe0xGXGlfuG93fvvktIhIjkPQ4Cd8f/x5fvVH9iZYpaEt0z9S06N/5+RS01UAxukz9tbdiefbLVIb5+TwGbmxc/W0jhBBd8XTLhDOyEIK5uL6fByuFPGeaRmUoi0yMxLS903An+45imUQkgYzJFK8vP7iMyw8ua2yDo5Ujmls1h209WzQ2b4xGFo3QyLwRMvMysfj4YjQ0bwg3Ozf88fYfaGTeCBbGFhCJRIp8qfef3seDZw+w3me92oBrbn4ufj77MxIeJMCvQ8kp7VUdKC0tOKlN4LGs4GVVbaNtEFQoMqZpVKqQd7isERdl7SdiZAQAaBwBuytpl6JwWlkjZLVBo2gJIYTUNn5+PDAbGMgHIAlcXKq/sCypOzTd/BbSgS0/uRzLTy4vUfC3LNZm1ljutRyjt41GSFwIxriOQetGravlMwioEBnRPZkMMHp5v+DBA6BxY/22x0BpW11z/35g0CC+7PFjoEEDnTaTkGpFx+yar9K/w6tXEdkuCP6IAIMYEgmQnAzcuSOMymAI/vkSWveOVwS1nhc+x56kPfj13K84kHyg1N13sO0ANzs3OFk7oblVczhaOcKhvgPu5dzDiC0jyixglZCRoAj2VbSw1LFbx+C50RMejh6I+yCuQkW7tN1Gm/YKgcfSClwBUBRoq85ttGmLX3s/tWkuXGxcsGTQEsX6stqizX4A9Sk1iv+ssvZBiCGiPrfmo98hqSlkMj6zNC2Nz5by9KyegrKkbhNm2+24sgMrTq3AsNbDMO/1eSUKC5enFgBjDIP/Goz9N/ZjVMdR2Oy/uUJt0/Z4TUFboh9GRvxIfecO0KyZvltjkGQyoFUrwM1Nfc4f5Yrp5uZ8lG1qKtC8ub5aTGo7TcWaqhMds2u+Sv8OT5wAevfG+5YR+D13hMoqO8enYAMD8aDFL4pl9YzroUBegBeyF4plYojR2aEzujl0Q1eHrnCzc+O5qDL+Q+aXmbA2sy7xY4WUBNN7TseKUysqFezzaeuDVitblRpMPXXnFB48e6CTQKm2Qc7KBi+rahttg6BlHaOqaj/abKOP4yUhlUV9bs1Hv0NCCFElk8vKPA9PyEhA0tQkrc/Vrj++jh+lP2LRm4vQwLxio+YoaKsBdWQGol494Nkz4MYNoGVLfbfGYEVG8pw/3t6ac/74+QGNGvFRtpcvA+3b67vVpDbSVKypPNNJKoKO2TVfpX+H//wD+Pigb/1zOJLTFVOnAu7uQNKLo1hw8014txuCns164vd/f8f1x9cVb2tg1gBP8p7gh4E/4ONuH8PKVPVnrz69GgF7ArB66Gp89tpnJX6s9LYUHus9EDMhBo+fP650sE+bkZ4AdBYoLau92qzX5TZVFQSlYCohmlGfW/PR75AQQlTFpsSi3+/9NM54Uz7n12WNAAraakAdmYFo2BB48oSijFqIjOQ5f1JSipa5uABLlhTl/GnRgo+yPXUK6NFDL80ktZhysGmu59xKTScpLzpm13yV/h2uX49Hk2ahiSgDMiZBcjLQ3InfMW9SrwnyC/Nx8f5FAICNmQ1GdRiFSw8u4eqjq3jw7AFygnLU5pHNfJ6JBt83QFf7rjjz8Zky77pXRbBPm2CqLgOlhBCijPrcmo9+h4QQoio8PhxjI8dqvCYQZteF+YVhjNsYnbVL2+M1FSIj+iEUI8vP1287agA/P8DHp/ScP5Yvjz25ufppI6m9ZHIZAvcHwruNt8p0kl6OvRA1Ogq+m30xc/9M+LT1oYAQqR4PH+IABkLGJHBzA5ydgf03DiElM0UR/KxvUh+B7oGY4T4D9U3rK+6YA5qLciU+TAQAXEi/oFXRKIlYUum779oUltLm51TVNoQQQgghhNRmDvUdAJRdqFfYztCIy96k+qxZswavvvoqrKysYGVlBXd3d+zZs6fU92zduhXt2rWDmZkZ3NzcsHv3bh21llQpCtqWi0QC9O3LK6b37VsySXv9+vw5J0fXLSO1XVxqHFIyUzDXc67KSEQAEIvECOoThOTMZMSlxumphaRWk8mA8+cRg34AgIH95bj55CY+if5EscnnPT7HzWk3saDvAtQ35QdDVztXAICthS1C4kIgZ3KV3cqZHKHHQuFi44It/lsQnxEPj/UesFpsBY/1HkjISKi2EeRCMHWM2xj0de5LNzsIIYQQQgipJp5OnnC2cS7zmsDTyVNPLSydXoO2jo6OWLx4Mc6dO4ezZ8/izTffhI+PDy5duqR2+xMnTmDMmDGYNGkSLly4AF9fX/j6+iIhIUHHLSeVRkHbKkUjbUl1SctJA1AUBCtOWC5sR2qn1atXw9nZGWZmZujZsydOnz5d/T80MhKyV9og9u90/IO3AAA2e95H11VuihG2P3r9iBVDVqCxRWOVtwp3zAN6BCD6WjR8N/tCeluKnPwcSG9L4bvZF9HXorFk0BL4d/TH9anXETMhBmF+YYiZEIOkqUnVmquZEEIIIYQQUv0kYgmWDlpa5jWBoQ6k0Gt6hOHDh6u8XrRoEdasWYOTJ0+iY8eOJbZfsWIFBg8ejFmzZgEAvvnmGxw4cACrVq3C2rVrddJmUgEyWcm5/RS0rVLCSFsK2pKqVtOnk5DK+/vvvzFjxgysXbsWPXv2xPLly+Hl5YWrV6/Czs6uen5oZCQiR/yFQPMTSEETxeIF6d+AJeSiV7dLuGv8HDHJMZjWc1qJfLTCHfN5nvPgaueKwP2BinQJAM8jqzySllIJEEIIIYQQUjv5tfdDxMiIEtcEztbOCO4bjPzCfMSmxBpkDQiDyWkrk8mwdetWPH36FO7u7mq3kUqlmDFjhsoyLy8vREVF6aCFpELUVdFydgbELy+wKWhbJYSRtpQegVQ15ekkyjltgZoxnYRU3o8//oiPPvoIEydOBACsXbsWu3btwvr16zFnzpyq/4EyGSIn74c/tsKs5WGg8RrgSDDQ+BJYwxvAlgh8ceQzGB0aAP+IkWXmo9UmjywhhBBCCCGk9ip+TZD0OAkbLm7AgtgFim2cbZyxdNBSg5pxp9f0CAAQHx8PS0tLmJqaYvLkydi+fTs6dOigdtv09HQ0adJEZVmTJk2Qnp6ucf/5+fnIzs5WeRAdiYwE/P0BNzdAKuURRamUv755k29DQdsqsWQJcOcOMGWKvltCapuaPp2EVM6LFy9w7tw5DBgwQLFMLBZjwIABkEql1fIzZbFx+DTzS7A20egftBL9r7bjK9pGw2rCBKBNNKY+ng2f9MaIGBmhVT5ayiNLCCGEEEJI3SZcE5gamSI4Nhhudm6QTpIiJygH0klSuNm5wX+LPyITI/XdVAW9j7Rt27YtLl68iKysLERERGDChAk4cuSIxsBteYWGhmLhwoVVsi9SDjIZH2Hr7Q1ERRWNrO3Vi79u3ZqnS2jQQJ+trDWK3csgpEppmk5SfIo5qX0ePnwImUym9obplStX1L4nPz8f+Uo35Mp7szQ2pgAZBS7oM/on/O63AfafZgEAmra/jPOfX8GIvO9w/Ju3EBtzA37f0ihaQgghhBBCiHZkchkC9wfCu423ykzSXo69EDU6Cr6bfTFz/0z4tPUxiGsKvQdtTUxM0KpVKwBAt27dcObMGaxYsQK//PJLiW3t7e1x//59lWX379+Hvb29xv0HBQWppFTIzs5G8+bNq6j1RKO4OJ4SITy8KGArEIuBTZsAD4+S6wghBommmBNtVfZmaezzQgDAws6dcD89H6zQAhAXYP+Uz9HEsgmCO7lh4Mvt+oPy0RJCCCGEEEK0E5cah5TMFISPCFdJ/QcAYpEYQX2C4LHeA3GpcQZxjWFwETO5XK4yQkeZu7s7Dh06pLLswIEDGnPgAoCpqSmsrKxUHkQH0l5WkndVX3FesTyNKs4TUlPQFPO6p3HjxpBIJOW6YRoUFISsrCzF4/bt2+X7oe1f3k9e9i/at2iCBw9Nsf/QZXR8tQsglwMr4lW3I4QQQgghhBAtpOXwGJSrnfpYlbBc2E7f9Bq0DQoKwtGjR5GSkoL4+HgEBQUhNjYW48aNAwCMHz8eQUFBiu2nTZuGvXv3YunSpbhy5QqCg4Nx9uxZBAQE6OsjEE0cXlaST0hQv15Y7kAV5wkhxFCZmJigW7duKjdM5XI5Dh06pPGGaWVvlvbtZwzYJGPBmX6Q+7wNm38TMbBbS+DUKch93sbCM30Bm5t8O0IIIYQQQgjRkkN9HoNKyFAfqxKWC9vpm16DthkZGRg/fjzatm2L/v3748yZM9i3bx8GDhwIAEhNTUWa0khMDw8PhIWF4X//+x86deqEiIgIREVFwVXTaE6iP56egLMzEBLCR0Ypk8uB0FDAxYVvRwghxGDNmDEDv/76K37//XckJibi008/xdOnTzFx4sRq+Xl9XTxh+/Z3OJbvDZ9DAZB6zECOVVNIPWbA5/BUHMv3ht3bP6CvC/UfhBBCCCGEEO15OnnC2cYZIXEhkDPVWJWcyRF6LBQuNi7wdDKMaw29zi387bffSl0fGxtbYtk777yDd955p5paRKqMRAIsXQr4+wO+vkBQEE+JkJDAA7bR0UBEBN+OEEKIwRo1ahQePHiAr776Cunp6ejcuTP27t1bojhZVZGIJVg7axBGPH0Hh2J+RvRzqWKdRb10wPsdrJk1jtJzEEIIIYQQQspFIpZg6aCl8N/iD9/NvgjqEwRXO1ckZCQg9Fgooq9FI2JkhMFca4gYY0zfjdCl7OxsWFtbIysri/Lb6kJkJBAYyIuSCVxcgCVLAD+qOE8IKR0ds2u+iv4OIxMjMWPvLNz6tzmQ6wBYpsG50x0sHfw9/NpT/0EIIVWN+tyaj36HhBCincjESATuD0RKZopimYuNC5YMWqKTaw1tj9cGV4iM1DJ+fsD160BMDBAWxp+TkihgSwghpFR+7f1wY9o1xAQHI2zBW4gJDsb1aVcpYEsIIUStx48fY9y4cbCysoKNjQ0mTZqE3NzcUt+Tl5eHKVOmoFGjRrC0tMSIESNKFN9MTU3FsGHDYGFhATs7O8yaNQuFhYUq28TGxqJr164wNTVFq1atsHHjRpX1R48exfDhw9G0aVOIRCJERUWpbU9iYiLeeustWFtbo169enjttdeQmppa7u+CEEJI6fza++H61OuImRCDML8wxEyIQdLUJIO71qDSy6T6SSRA3776bgUhhJAaRiKWoK9zX303gxBCSA0wbtw4pKWl4cCBAygoKMDEiRPx8ccfIywsTON7vvjiC+zatQtbt26FtbU1AgIC4Ofnh+PHjwMAZDIZhg0bBnt7e5w4cQJpaWkYP348jI2NERISAgBITk7GsGHDMHnyZPz11184dOgQPvzwQzg4OMDLywsA8PTpU3Tq1AkffPAB/DQMXrlx4wb69OmDSZMmYeHChbCyssKlS5dgZmZWxd8UIYQQoGZca1B6BEIIIQaLjtk1H/0OCSGkZqjJx+vExER06NABZ86cQffu3QEAe/fuxdChQ3Hnzh00bdq0xHuysrJga2uLsLAw+Pv7AwCuXLmC9u3bQyqVolevXtizZw+8vb1x7949RS73tWvX4ssvv8SDBw9gYmKCL7/8Ert27UJCQlEl8tGjRyMzMxN79+4t8XNFIhG2b98OX19fleWjR4+GsbEx/vzzzwp/DzX5d0gIIXUJpUcghBBCCCGEEFLrSaVS2NjYKAK2ADBgwACIxWKcOnVK7XvOnTuHgoICDBgwQLGsXbt2cHJyglQqVezXzc1Npfiml5cXsrOzcenSJcU2yvsQthH2oQ25XI5du3ahTZs28PLygp2dHXr27KkxjYIgPz8f2dnZKg9CCCG1BwVtCSGEEEIIIYTUWOnp6bCzs1NZZmRkhIYNGyI9PV3je0xMTGBjY6OyvEmTJor3pKenqwRshfXCutK2yc7OxvPnz7Vqf0ZGBnJzc7F48WIMHjwY+/fvx9tvvw0/Pz8cOXJE4/tCQ0NhbW2teDRv3lyrn0cIIaRmoKAtIYQQQgghhBCDM2fOHIhEolIfV65c0XczK00ulwMAfHx88MUXX6Bz586YM2cOvL29sXbtWo3vCwoKQlZWluJx+/ZtXTWZEEKIDlAhMkIIIYQQQgghBicwMBDvv/9+qdu0bNkS9vb2yMjIUFleWFiIx48fw97eXu377O3t8eLFC2RmZqqMtr1//77iPfb29jh9+rTK++7fv69YJzwLy5S3sbKygrm5eZmfEQAaN24MIyMjdOjQQWV5+/btcezYMY3vMzU1hampqVY/gxBCSM1DQVtCCCGEEEIIIQbH1tYWtra2ZW7n7u6OzMxMnDt3Dt26dQMAHD58GHK5HD179lT7nm7dusHY2BiHDh3CiBEjAABXr15Famoq3N3dFftdtGgRMjIyFOkXDhw4ACsrK0WA1d3dHbt371bZ94EDBxT70IaJiQlee+01XL16VWX5tWvX0KJFC633QwghpHahoC0hhBBCCCGEkBqrffv2GDx4MD766COsXbsWBQUFCAgIwOjRo9G0aVMAwN27d9G/f3/88ccf6NGjB6ytrTFp0iTMmDEDDRs2hJWVFaZOnQp3d3f06tULADBo0CB06NAB7733Hr7//nukp6dj/vz5mDJlimKE6+TJk7Fq1SrMnj0bH3zwAQ4fPowtW7Zg165divbl5ubi+vXritfJycm4ePEiGjZsCCcnJwDArFmzMGrUKLz++uvo168f9u7di507dyI2NlZH3yIhhBBDU+eCtowxAKDKmoQQUgMIx2rh2E1qHup3CSGkZqjpfe5ff/2FgIAA9O/fH2KxGCNGjMBPP/2kWF9QUICrV6/i2bNnimXLli1TbJufnw8vLy/8/PPPivUSiQTR0dH49NNP4e7ujnr16mHChAn4+uuvFdu4uLhg165d+OKLL7BixQo4Ojpi3bp18PLyUmxz9uxZ9OvXT/F6xowZAIAJEyZg48aNAIC3334ba9euRWhoKD7//HO0bdsW27ZtQ58+fbT+DqjPJYSQmkHbPlfEamqvXEF37tyhqpqEEFLD3L59G46OjvpuBqkA6ncJIaRmoT635qI+lxBCapay+tw6F7SVy+W4d+8e6tevD5FIVKF9ZGdno3nz5rh9+zasrKyquIW1G313FUffXcXQ91ZxhvDdMcaQk5ODpk2bQiwW66UNpHIq2+8awt9hTUXfXcXRd1dx9N1VjCF8b9Tn1nzU5+oPfXcVR99dxdF3V3H6/u607XPrXHoEsVhcZXeOrays6D9GBdF3V3H03VUMfW8Vp+/vztraWm8/m1ReVfW7+v47rMnou6s4+u4qjr67itH390Z9bs1Gfa7+0XdXcfTdVRx9dxWnz+9Omz6XbqESQgghhBBCCCGEEEKIAaGgLSGEEEIIIYQQQgghhBgQCtpWgKmpKRYsWABTU1N9N6XGoe+u4ui7qxj63iqOvjtiCOjvsOLou6s4+u4qjr67iqHvjRgC+jusOPruKo6+u4qj767iasp3V+cKkRFCCCGEEEIIIYQQQogho5G2hBBCCCGEEEIIIYQQYkAoaEsIIYQQQgghhBBCCCEGhIK2hBBCCCGEEEIIIYQQYkAoaKvB6tWr4ezsDDMzM/Ts2ROnT58udfutW7eiXbt2MDMzg5ubG3bv3q2jlhqe8nx3GzduhEgkUnmYmZnpsLWG4ejRoxg+fDiaNm0KkUiEqKioMt8TGxuLrl27wtTUFK1atcLGjRurvZ2GqLzfXWxsbIm/OZFIhPT0dN002ECEhobitddeQ/369WFnZwdfX19cvXq1zPfRsY5UB+pzK4763PKjPrfiqM+tGOpziSGhPrfiqM+tGOp3K4b63IqrTf0uBW3V+PvvvzFjxgwsWLAA58+fR6dOneDl5YWMjAy12584cQJjxozBpEmTcOHCBfj6+sLX1xcJCQk6brn+lfe7AwArKyukpaUpHrdu3dJhiw3D06dP0alTJ6xevVqr7ZOTkzFs2DD069cPFy9exPTp0/Hhhx9i37591dxSw1Pe705w9epVlb87Ozu7amqhYTpy5AimTJmCkydP4sCBAygoKMCgQYPw9OlTje+hYx2pDtTnVhz1uRVDfW7FUZ9bMdTnEkNBfW7FUZ9bcdTvVgz1uRVXq/pdRkro0aMHmzJliuK1TCZjTZs2ZaGhoWq3HzlyJBs2bJjKsp49e7JPPvmkWttpiMr73W3YsIFZW1vrqHU1AwC2ffv2UreZPXs269ixo8qyUaNGMS8vr2psmeHT5ruLiYlhANiTJ0900qaaIiMjgwFgR44c0bgNHetIdaA+t+Koz6086nMrjvrciqM+l+gL9bkVR31u1aB+t2Koz62cmtzv0kjbYl68eIFz585hwIABimVisRgDBgyAVCpV+x6pVKqyPQB4eXlp3L62qsh3BwC5ublo0aIFmjdvDh8fH1y6dEkXza3R6G+u8jp37gwHBwcMHDgQx48f13dz9C4rKwsA0LBhQ43b0N8dqWrU51Yc9bm6Q39zlUd9rirqc4k+UJ9bcdTn6hb93VUO9bkl1eR+l4K2xTx8+BAymQxNmjRRWd6kSRONuUDS09PLtX1tVZHvrm3btli/fj127NiBTZs2QS6Xw8PDA3fu3NFFk2ssTX9z2dnZeP78uZ5aVTM4ODhg7dq12LZtG7Zt24bmzZujb9++OH/+vL6bpjdyuRzTp09H79694erqqnE7OtaRqkZ9bsVRn6s71OdWHPW5JVGfS/SF+tyKoz5Xt6jfrRjqc9Wr6f2ukV5/Oqnz3N3d4e7urnjt4eGB9u3b45dffsE333yjx5aR2qpt27Zo27at4rWHhwdu3LiBZcuW4c8//9Rjy/RnypQpSEhIwLFjx/TdFEJINaI+l+ga9bklUZ9LSN1AfS7RNepz1avp/S6NtC2mcePGkEgkuH//vsry+/fvw97eXu177O3ty7V9bVWR7644Y2NjdOnSBdevX6+OJtYamv7mrKysYG5urqdW1Vw9evSos39zAQEBiI6ORkxMDBwdHUvdlo51pKpRn1tx1OfqDvW5VYv6XOpziX5Qn1tx1OfqFvW7Vacu97lA7eh3KWhbjImJCbp164ZDhw4plsnlchw6dEjlTpkyd3d3le0B4MCBAxq3r60q8t0VJ5PJEB8fDwcHh+pqZq1Af3NV6+LFi3Xub44xhoCAAGzfvh2HDx+Gi4tLme+hvztS1ajPrTjqc3WH/uaqFvW51OcS/aA+t+Koz9Ut+rurOnWxzwVqWb+r1zJoBmrz5s3M1NSUbdy4kV2+fJl9/PHHzMbGhqWnpzPGGHvvvffYnDlzFNsfP36cGRkZsSVLlrDExES2YMECZmxszOLj4/X1EfSmvN/dwoUL2b59+9iNGzfYuXPn2OjRo5mZmRm7dOmSvj6CXuTk5LALFy6wCxcuMADsxx9/ZBcuXGC3bt1ijDE2Z84c9t577ym2v3nzJrOwsGCzZs1iiYmJbPXq1UwikbC9e/fq6yPoTXm/u2XLlrGoqCiWlJTE4uPj2bRp05hYLGYHDx7U10fQi08//ZRZW1uz2NhYlpaWpng8e/ZMsQ0d64guUJ9bcdTnVgz1uRVHfW7FUJ9LDAX1uRVHfW7FUb9bMdTnVlxt6ncpaKvBypUrmZOTEzMxMWE9evRgJ0+eVKx744032IQJE1S237JlC2vTpg0zMTFhHTt2ZLt27dJxiw1Heb676dOnK7Zt0qQJGzp0KDt//rweWq1fMTExDECJh/BdTZgwgb3xxhsl3tO5c2dmYmLCWrZsyTZs2KDzdhuC8n533333HXvllVeYmZkZa9iwIevbty87fPiwfhqvR+q+MwAqf0d0rCO6Qn1uxVGfW37U51Yc9bkVQ30uMSTU51Yc9bkVQ/1uxVCfW3G1qd8VMcZYVY7cJYQQQgghhBBCCCGEEFJxlNOWEEIIIYQQQgghhBBCDAgFbQkhhBBCCCGEEEIIIcSAUNCWEEIIIYQQQgghhBBCDAgFbQkhhBBCCCGEEEIIIcSAUNCWEEIIIYQQQgghhBBCDMj/t3fHoE2vexiA35wqCKY2YiDRQSq04lKl4uQkDgUFwUXBoWAFwVYK2Yog7SY4CApOClLHDs7qlMlFRVFcKnYuFZWK2q32DJcWyrkcbrztvzE+DwTSf/n6/VIIL7xJvihtAQAAAADaiNIWAAAAAKCNKG0BAAAAANqI0ha2yMWLF3P27NnC952enk6pVEqpVEqj0Vi73tvbm9u3b//r2tV1lUplU2cEgI0mdwGgGDIXNsa2rR4AOlGpVPrX309NTeXOnTtZWVkpaKL1du3aldnZ2ezcubOldfPz85mZmcnU1NQmTQYArZO7AFAMmQvFUdrCJpifn1+7PzMzk8nJyczOzq5dK5fLKZfLWzFakv8Ebb1eb3ldvV5PT0/PJkwEAL9O7gJAMWQuFMfxCLAJ6vX62q2np2ctOFZv5XL5Hx8ZOXHiRMbHx9NoNLJ79+7UarXcv38/P378yMjISLq7u9PX15fHjx+v2+vdu3c5depUyuVyarVahoeH8+nTp1+ae2lpKZcuXUp3d3f279+fe/fu/T//BgAohNwFgGLIXCiO0hbayMOHD1OtVvP8+fOMj49ndHQ0586dy/Hjx/Pq1asMDQ1leHg4S0tLSZLFxcWcPHkyg4ODefnyZZ48eZKFhYWcP3/+l/a/detWjh07ltevX2dsbCyjo6PrXjUFgE4idwGgGDIXWqe0hTZy5MiRXL9+Pf39/bl27Vp27NiRarWay5cvp7+/P5OTk/n8+XPevn2bJLl7924GBwdz48aNHDp0KIODg3nw4EGazWbev3/f8v6nT5/O2NhY+vr6MjExkWq1mmazudEPEwDagtwFgGLIXGidM22hjRw+fHjtfldXV/bs2ZOBgYG1a7VaLUny8ePHJMmbN2/SbDb/65lBc3NzOXjw4C/vv/oxl9W9AKDTyF0AKIbMhdYpbaGNbN++fd3PpVJp3bXVb+r8+fNnkuT79+85c+ZMbt68+Y+/tXfv3g3Zf3UvAOg0chcAiiFzoXVKW/iNHT16NI8ePUpvb2+2bfN0BoDNJHcBoBgyF5xpC7+1q1ev5suXL7lw4UJevHiRubm5PH36NCMjI1leXt7q8QCgo8hdACiGzAWlLfzW9u3bl2fPnmV5eTlDQ0MZGBhIo9FIpVLJX395egPARpK7AFAMmQtJaWVlZWWrhwCKMz09nUajkcXFxS1ZDwB/ErkLAMWQuXQaL0/AH+jr168pl8uZmJhoaV25XM6VK1c2aSoA6ExyFwCKIXPpJN5pC3+Yb9++ZWFhIUlSqVRSrVb/57UfPnxIknR1deXAgQObMh8AdBK5CwDFkLl0GqUtAAAAAEAbcTwCAAAAAEAbUdoCAAAAALQRpS0AAAAAQBtR2gIAAAAAtBGlLQAAAABAG1HaAgAAAAC0EaUtAAAAAEAbUdoCAAAAALQRpS0AAAAAQBv5G1OXdBY2x60CAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1400x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "t_all2C = solution2C[\"Time [h]\"].entries\n",
    "V_n2C = solution2C[\"Voltage [V]\"].entries\n",
    "T_n2C = (\n",
    "    solution2C[\"Volume-averaged cell temperature [K]\"].entries\n",
    "    - param[\"Initial temperature [K]\"]\n",
    ")\n",
    "L_x2C = solution2C[\"Cell thickness change [m]\"].entries\n",
    "\n",
    "t_all1C = solution1C[\"Time [h]\"].entries\n",
    "V_n1C = solution1C[\"Voltage [V]\"].entries\n",
    "T_n1C = (\n",
    "    solution1C[\"Volume-averaged cell temperature [K]\"].entries\n",
    "    - param[\"Initial temperature [K]\"]\n",
    ")\n",
    "L_x1C = solution1C[\"Cell thickness change [m]\"].entries\n",
    "\n",
    "t_all05C = solution05C[\"Time [h]\"].entries\n",
    "V_n05C = solution05C[\"Voltage [V]\"].entries\n",
    "T_n05C = (\n",
    "    solution05C[\"Volume-averaged cell temperature [K]\"].entries\n",
    "    - param[\"Initial temperature [K]\"]\n",
    ")\n",
    "L_x05C = solution05C[\"Cell thickness change [m]\"].entries\n",
    "\n",
    "f, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(14, 4))\n",
    "\n",
    "ax1.plot(t_all2C, V_n2C, \"r-\", label=\"Simulation\")\n",
    "ax1.plot(\n",
    "    data_V_2C.values[::30, 0] / 3600,\n",
    "    data_V_2C.values[::30, 1],\n",
    "    \"ro\",\n",
    "    markerfacecolor=\"none\",\n",
    "    label=\"Experiment\",\n",
    ")\n",
    "ax1.plot(t_all05C, V_n05C, \"g-\")\n",
    "ax1.plot(\n",
    "    data_V_05C.values[::100, 0] / 3600,\n",
    "    data_V_05C.values[::100, 1],\n",
    "    \"go\",\n",
    "    markerfacecolor=\"none\",\n",
    ")\n",
    "ax1.plot(t_all1C, V_n1C, \"b-\")\n",
    "ax1.plot(\n",
    "    data_V_1C.values[::50, 0] / 3600,\n",
    "    data_V_1C.values[::50, 1],\n",
    "    \"bo\",\n",
    "    markerfacecolor=\"none\",\n",
    ")\n",
    "ax1.legend()\n",
    "ax1.set_xlabel(\"Time [h]\")\n",
    "ax1.set_ylabel(\"Voltage [V]\")\n",
    "ax1.text(0.1, 3.2, r\"2 C\", {\"color\": \"r\", \"fontsize\": 14})\n",
    "ax1.text(1.1, 3.2, r\"1 C\", {\"color\": \"b\", \"fontsize\": 14})\n",
    "ax1.text(1.6, 3.2, r\"0.5 C\", {\"color\": \"g\", \"fontsize\": 14})\n",
    "\n",
    "ax2.plot(t_all2C, T_n2C, \"r-\", label=\"Simulation\")\n",
    "ax2.plot(\n",
    "    data_T_2C.values[0:1754:50, 0] / 3600,\n",
    "    data_T_2C.values[0:1754:50, 1],\n",
    "    \"ro\",\n",
    "    markerfacecolor=\"none\",\n",
    "    label=\"Experiment\",\n",
    ")\n",
    "ax2.plot(t_all05C, T_n05C, \"g-\")\n",
    "ax2.plot(\n",
    "    data_T_05C.values[0:7301:200, 0] / 3600,\n",
    "    data_T_05C.values[0:7301:200, 1],\n",
    "    \"go\",\n",
    "    markerfacecolor=\"none\",\n",
    ")\n",
    "ax2.plot(t_all1C, T_n1C, \"b-\")\n",
    "ax2.plot(\n",
    "    data_T_1C.values[0:3598:100, 0] / 3600,\n",
    "    data_T_1C.values[0:3598:100, 1],\n",
    "    \"bo\",\n",
    "    markerfacecolor=\"none\",\n",
    ")\n",
    "ax2.legend()\n",
    "ax2.set_xlabel(\"Time [h]\")\n",
    "ax2.set_ylabel(\"Temperature rise [K]\")\n",
    "ax2.text(0.5, 8, r\"2 C\", {\"color\": \"r\", \"fontsize\": 14})\n",
    "ax2.text(0.8, 4.4, r\"1 C\", {\"color\": \"b\", \"fontsize\": 14})\n",
    "ax2.text(1.5, 2, r\"0.5 C\", {\"color\": \"g\", \"fontsize\": 14})\n",
    "\n",
    "ax3.plot(t_all2C, L_x2C, \"r-\", label=\"Simulation\")\n",
    "ax3.plot(\n",
    "    data_Disp_2C.values[0:1754:5, 0] / 3600,\n",
    "    data_Disp_2C.values[0:1754:5, 1] - data_Disp_2C.values[0, 1],\n",
    "    \"ro\",\n",
    "    markerfacecolor=\"none\",\n",
    "    label=\"Experiment\",\n",
    ")\n",
    "ax3.plot(t_all05C, L_x05C, \"g-\")\n",
    "ax3.plot(\n",
    "    data_Disp_05C.values[0:1754:10, 0] / 3600,\n",
    "    data_Disp_05C.values[0:1754:10, 1] - data_Disp_05C.values[0, 1],\n",
    "    \"go\",\n",
    "    markerfacecolor=\"none\",\n",
    ")\n",
    "ax3.plot(t_all1C, L_x1C, \"b-\")\n",
    "ax3.plot(\n",
    "    data_Disp_1C.values[0:1754:10, 0] / 3600,\n",
    "    data_Disp_1C.values[0:1754:10, 1] - data_Disp_1C.values[0, 1],\n",
    "    \"bo\",\n",
    "    markerfacecolor=\"none\",\n",
    ")\n",
    "ax3.legend()\n",
    "ax3.set_xlabel(\"Time [h]\")\n",
    "ax3.set_ylabel(\"Thickness change [m]\")\n",
    "ax3.text(0.1, -0.0001, r\"2 C\", {\"color\": \"r\", \"fontsize\": 14})\n",
    "ax3.text(0.9, -0.0001, r\"1 C\", {\"color\": \"b\", \"fontsize\": 14})\n",
    "ax3.text(1.8, -0.0001, r\"0.5 C\", {\"color\": \"g\", \"fontsize\": 14})\n",
    "\n",
    "f.tight_layout()\n",
    "f.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Stress data below are from Fig. 6 in [[1]](#References)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x350 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "E_n = param[\"Negative electrode Young's modulus [Pa]\"]\n",
    "E_p = param[\"Positive electrode Young's modulus [Pa]\"]\n",
    "\n",
    "cs_n_xav = solution2C[\"X-averaged negative particle concentration [mol.m-3]\"].entries\n",
    "cs_p_xav = solution2C[\"X-averaged positive particle concentration [mol.m-3]\"].entries\n",
    "st_surf_n = solution2C[\"Negative particle surface tangential stress [Pa]\"].entries / E_n\n",
    "st_surf_p = solution2C[\"Positive particle surface tangential stress [Pa]\"].entries / E_p\n",
    "\n",
    "data_st_n_2C = pd.read_csv(data_loader.get_data(\"stn_2C.txt\"), delimiter=\",\", header=3)\n",
    "data_st_p_2C = pd.read_csv(data_loader.get_data(\"stp_2C.txt\"), delimiter=\",\", header=3)\n",
    "\n",
    "f, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 3.5))\n",
    "\n",
    "ax1.plot(t_all2C, st_surf_n[-1, :], \"ro\", markerfacecolor=\"none\", label=\"Current\")\n",
    "ax1.plot(\n",
    "    data_st_n_2C.values[:, 0] / 3600,\n",
    "    data_st_n_2C.values[:, 1],\n",
    "    \"r-\",\n",
    "    label=\"Ai et al. 2020\",\n",
    ")\n",
    "ax1.legend()\n",
    "ax1.set_xlabel(\"Time [h]\")\n",
    "ax1.set_ylabel(\"$\\sigma_{t,n}/E_n$\")\n",
    "\n",
    "ax2.plot(t_all2C, st_surf_p[0, :], \"ro\", markerfacecolor=\"none\", label=\"Current\")\n",
    "ax2.plot(\n",
    "    data_st_p_2C.values[0:3601, 0] / 3600,\n",
    "    data_st_p_2C.values[0:3601, 1],\n",
    "    \"r-\",\n",
    "    label=\"Ai et al. 2020\",\n",
    ")\n",
    "ax2.legend()\n",
    "ax2.set_xlabel(\"Time [h]\")\n",
    "ax2.set_ylabel(\"$\\sigma_{t,p}/E_p$\")\n",
    "\n",
    "f.tight_layout()\n",
    "f.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## References\n",
    "\n",
    "The relevant papers for this notebook are:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1] Weilong Ai, Ludwig Kraft, Johannes Sturm, Andreas Jossen, and Billy Wu. Electrochemical thermal-mechanical modelling of stress inhomogeneity in lithium-ion pouch cells. Journal of The Electrochemical Society, 167(1):013512, 2019. doi:10.1149/2.0122001JES.\n",
      "[2] Joel A. E. Andersson, Joris Gillis, Greg Horn, James B. Rawlings, and Moritz Diehl. CasADi – A software framework for nonlinear optimization and optimal control. Mathematical Programming Computation, 11(1):1–36, 2019. doi:10.1007/s12532-018-0139-4.\n",
      "[3] Rutooj Deshpande, Mark Verbrugge, Yang-Tse Cheng, John Wang, and Ping Liu. Battery cycle life prediction with coupled chemical degradation and fatigue mechanics. Journal of the Electrochemical Society, 159(10):A1730, 2012. doi:10.1149/2.049210jes.\n",
      "[4] Marc Doyle, Thomas F. Fuller, and John Newman. Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell. Journal of the Electrochemical society, 140(6):1526–1533, 1993. doi:10.1149/1.2221597.\n",
      "[5] Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, Ralf Gommers, Pauli Virtanen, David Cournapeau, Eric Wieser, Julian Taylor, Sebastian Berg, Nathaniel J. Smith, and others. Array programming with NumPy. Nature, 585(7825):357–362, 2020. doi:10.1038/s41586-020-2649-2.\n",
      "[6] Valentin Sulzer, Scott G. Marquis, Robert Timms, Martin Robinson, and S. Jon Chapman. Python Battery Mathematical Modelling (PyBaMM). Journal of Open Research Software, 9(1):14, 2021. doi:10.5334/jors.309.\n",
      "[7] Robert Timms, Scott G Marquis, Valentin Sulzer, Colin P. Please, and S Jonathan Chapman. Asymptotic Reduction of a Lithium-ion Pouch Cell Model. SIAM Journal on Applied Mathematics, 81(3):765–788, 2021. doi:10.1137/20M1336898.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "pybamm.print_citations()"
   ]
  }
 ],
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